| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 |
291.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Visit Coursedrive.org.url |
124 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/ReadMe.txt |
538 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/Visit Coursedrive.org.url |
124 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/1. What is Machine Learning.mp4 |
45.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/1. What is Machine Learning.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/2. What is Data Science.mp4 |
42.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/2. What is Data Science.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/3. Download the Syllabus.html |
1 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/3.1 ML Data Science Syllabus.pdf.pdf |
104 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/4. Top Tips for Succeeding on this Course.html |
2 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/4.1 App Brewery Cornell Notes Template.html |
141 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/5. Course Resources List.html |
1 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/Must Read.txt |
540 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/1. Introduction to the Course/Visit Coursedrive.org.url |
124 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/1. Introduction to Linear Regression & Specifying the Problem.mp4 |
30.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/1. Introduction to Linear Regression & Specifying the Problem.vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/2. Gather & Clean the Data.mp4 |
97 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/2. Gather & Clean the Data.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/2.1 cost_revenue_dirty.csv.csv |
375 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/2.2 The-Numbers Movie Budgets.html |
102 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/3. Explore & Visualise the Data with Python.mp4 |
148.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/3. Explore & Visualise the Data with Python.vtt |
26 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/3.1 cost_revenue_clean.csv.csv |
91 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/3.2 Try Jupyter in your Browser.html |
85 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/4. The Intuition behind the Linear Regression Model.mp4 |
29.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/4. The Intuition behind the Linear Regression Model.vtt |
9 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/4.1 01 Linear Regression (checkpoint).ipynb.zip.zip |
38 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/5. Analyse and Evaluate the Results.mp4 |
105.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/5. Analyse and Evaluate the Results.vtt |
19 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/6. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/6.1 01 Linear Regression (complete).ipynb.zip.zip |
75 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/2. Predict Movie Box Office Revenue with Linear Regression/7. Join the Student Community.html |
730 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/1. Windows Users - Install Anaconda.mp4 |
49.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/1. Windows Users - Install Anaconda.vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/2. Mac Users - Install Anaconda.mp4 |
52.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/2. Mac Users - Install Anaconda.vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/2.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/3. Does LSD Make You Better at Maths.mp4 |
42.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/3. Does LSD Make You Better at Maths.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/4. Download the 12 Rules to Learn to Code.html |
1 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/4.1 12 Rules to Learn to Code.pdf.pdf |
2.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/5. [Python] - Variables and Types.mp4 |
71.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/5. [Python] - Variables and Types.vtt |
14 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/6. Python Variable Coding Exercise.html |
149 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/7. [Python] - Lists and Arrays.mp4 |
53.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/7. [Python] - Lists and Arrays.mp4.jpg |
59 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/7. [Python] - Lists and Arrays.txt |
235 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/7. [Python] - Lists and Arrays.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/8. Python Lists Coding Exercise.html |
149 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/9. [Python & Pandas] - Dataframes and Series.mp4 |
153.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/9. [Python & Pandas] - Dataframes and Series.vtt |
24 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/9.1 lsd_math_score_data.csv.csv |
155 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.mp4 |
232.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.vtt |
30 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/11. [Python] - Functions - Part 1 Defining and Calling Functions.mp4 |
41.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/11. [Python] - Functions - Part 1 Defining and Calling Functions.vtt |
9 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/12. Python Functions Coding Exercise - Part 1.html |
149 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/13. [Python] - Functions - Part 2 Arguments & Parameters.mp4 |
128.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/13. [Python] - Functions - Part 2 Arguments & Parameters.vtt |
18 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/14. Python Functions Coding Exercise - Part 2.html |
149 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/15. [Python] - Functions - Part 3 Results & Return Values.mp4 |
82.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/15. [Python] - Functions - Part 3 Results & Return Values.vtt |
14 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/16. Python Functions Coding Exercise - Part 3.html |
149 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/17. [Python] - Objects - Understanding Attributes and Methods.mp4 |
156.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/17. [Python] - Objects - Understanding Attributes and Methods.vtt |
25 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/18. How to Make Sense of Python Documentation for Data Visualisation.mp4 |
171.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/18. How to Make Sense of Python Documentation for Data Visualisation.vtt |
22 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/19. Working with Python Objects to Analyse Data.mp4 |
170 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/19. Working with Python Objects to Analyse Data.vtt |
23 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/20. [Python] - Tips, Code Style and Naming Conventions.mp4 |
81.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/20. [Python] - Tips, Code Style and Naming Conventions.vtt |
14 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/21. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/3. Python Programming for Data Science and Machine Learning/21.1 02 Python Intro.ipynb.zip.zip |
36 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/1. What's Coming Up.mp4 |
20.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/1. What's Coming Up.vtt |
3 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/2. How a Machine Learns.mp4 |
22.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/2. How a Machine Learns.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/3. Introduction to Cost Functions.mp4 |
66.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/3. Introduction to Cost Functions.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/4. LaTeX Markdown and Generating Data with Numpy.mp4 |
90.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/4. LaTeX Markdown and Generating Data with Numpy.vtt |
15 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/5. Understanding the Power Rule & Creating Charts with Subplots.mp4 |
90.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/5. Understanding the Power Rule & Creating Charts with Subplots.vtt |
15 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.mp4 |
287.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.vtt |
36 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/7. Python Loops Coding Exercise.html |
149 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Course Downloaded from coursedrive.org.txt |
538 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).vtt |
36 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/9. [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 |
219 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/9. [Python] - Tuples and the Pitfalls of Optimisation (Part 2).vtt |
28 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.mp4 |
236.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.vtt |
31 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/11. How to Create 3-Dimensional Charts.mp4 |
193.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/11. How to Create 3-Dimensional Charts.vtt |
23 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/12. Understanding Partial Derivatives and How to use SymPy.mp4 |
132.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/12. Understanding Partial Derivatives and How to use SymPy.vtt |
17 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/13. Implementing Batch Gradient Descent with SymPy.mp4 |
86.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/13. Implementing Batch Gradient Descent with SymPy.vtt |
11 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/14. [Python] - Loops and Performance Considerations.mp4 |
131.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/14. [Python] - Loops and Performance Considerations.vtt |
16 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/15. Reshaping and Slicing N-Dimensional Arrays.mp4 |
140.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/15. Reshaping and Slicing N-Dimensional Arrays.vtt |
19 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/16. Concatenating Numpy Arrays.mp4 |
71.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/16. Concatenating Numpy Arrays.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/17. Introduction to the Mean Squared Error (MSE).mp4 |
64.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/17. Introduction to the Mean Squared Error (MSE).vtt |
11 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/18. Transposing and Reshaping Arrays.mp4 |
86.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/18. Transposing and Reshaping Arrays.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/19. Implementing a MSE Cost Function.mp4 |
81.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/19. Implementing a MSE Cost Function.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/20. Understanding Nested Loops and Plotting the MSE Function (Part 1).mp4 |
73.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/20. Understanding Nested Loops and Plotting the MSE Function (Part 1).vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/21. Plotting the Mean Squared Error (MSE) on a Surface (Part 2).mp4 |
124.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/21. Plotting the Mean Squared Error (MSE) on a Surface (Part 2).vtt |
15 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/22. Running Gradient Descent with a MSE Cost Function.mp4 |
111.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/22. Running Gradient Descent with a MSE Cost Function.vtt |
20 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/23. Visualising the Optimisation on a 3D Surface.mp4 |
74.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/23. Visualising the Optimisation on a 3D Surface.vtt |
9 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/24. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/4. Introduction to Optimisation and the Gradient Descent Algorithm/24.1 03 Gradient Descent.ipynb.zip.zip |
1.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/1. Defining the Problem.mp4 |
39.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/1. Defining the Problem.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/2. Gathering the Boston House Price Data.mp4 |
56.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/2. Gathering the Boston House Price Data.vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/3. Clean and Explore the Data (Part 1) Understand the Nature of the Dataset.mp4 |
87.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/3. Clean and Explore the Data (Part 1) Understand the Nature of the Dataset.vtt |
13 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/4. Clean and Explore the Data (Part 2) Find Missing Values.mp4 |
135 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/4. Clean and Explore the Data (Part 2) Find Missing Values.vtt |
16 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/5. Visualising Data (Part 1) Historams, Distributions & Outliers.mp4 |
64.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/5. Visualising Data (Part 1) Historams, Distributions & Outliers.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/6. Visualising Data (Part 2) Seaborn and Probability Density Functions.mp4 |
57.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/6. Visualising Data (Part 2) Seaborn and Probability Density Functions.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/7. Working with Index Data, Pandas Series, and Dummy Variables.mp4 |
140.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/7. Working with Index Data, Pandas Series, and Dummy Variables.vtt |
18 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/8. Understanding Descriptive Statistics the Mean vs the Median.mp4 |
62.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/8. Understanding Descriptive Statistics the Mean vs the Median.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/9. Introduction to Correlation Understanding Strength & Direction.mp4 |
33.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/9. Introduction to Correlation Understanding Strength & Direction.vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/10. Calculating Correlations and the Problem posed by Multicollinearity.mp4 |
111.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/10. Calculating Correlations and the Problem posed by Multicollinearity.vtt |
15 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/11. Visualising Correlations with a Heatmap.mp4 |
168.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/11. Visualising Correlations with a Heatmap.vtt |
21 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/12. Techniques to Style Scatter Plots.mp4 |
128.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/12. Techniques to Style Scatter Plots.vtt |
18 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/13. A Note for the Next Lesson.html |
476 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/14. Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 |
214.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/14. Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.vtt |
24 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/15. Understanding Multivariable Regression.mp4 |
48.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/15. Understanding Multivariable Regression.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/16. How to Shuffle and Split Training & Testing Data.mp4 |
64.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/16. How to Shuffle and Split Training & Testing Data.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/17. Running a Multivariable Regression.mp4 |
55.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/17. Running a Multivariable Regression.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/18. How to Calculate the Model Fit with R-Squared.mp4 |
32.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/18. How to Calculate the Model Fit with R-Squared.vtt |
4 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/19. Introduction to Model Evaluation.mp4 |
16 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/19. Introduction to Model Evaluation.vtt |
3 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/20. Improving the Model by Transforming the Data.mp4 |
126.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/20. Improving the Model by Transforming the Data.vtt |
19 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/21. How to Interpret Coefficients using p-Values and Statistical Significance.mp4 |
65.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/21. How to Interpret Coefficients using p-Values and Statistical Significance.vtt |
9 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/22. Understanding VIF & Testing for Multicollinearity.mp4 |
143.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/22. Understanding VIF & Testing for Multicollinearity.vtt |
22 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/23. Model Simiplication & Baysian Information Criterion.mp4 |
150.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/23. Model Simiplication & Baysian Information Criterion.vtt |
20 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/24. How to Analyse and Plot Regression Residuals.mp4 |
64.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/24. How to Analyse and Plot Regression Residuals.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/25. Residual Analysis (Part 1) Predicted vs Actual Values.mp4 |
124.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/25. Residual Analysis (Part 1) Predicted vs Actual Values.vtt |
15 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/26. Residual Analysis (Part 2) Graphing and Comparing Regression Residuals.mp4 |
153 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/26. Residual Analysis (Part 2) Graphing and Comparing Regression Residuals.vtt |
19 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/27. Making Predictions (Part 1) MSE & R-Squared.mp4 |
152.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/27. Making Predictions (Part 1) MSE & R-Squared.vtt |
20 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/28. Making Predictions (Part 2) Standard Deviation, RMSE, and Prediction Intervals.mp4 |
84.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/28. Making Predictions (Part 2) Standard Deviation, RMSE, and Prediction Intervals.vtt |
13 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/29. Build a Valuation Tool (Part 1) Working with Pandas Series & Numpy ndarrays.mp4 |
131.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/29. Build a Valuation Tool (Part 1) Working with Pandas Series & Numpy ndarrays.vtt |
18 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/30. [Python] - Conditional Statements - Build a Valuation Tool (Part 2).mp4 |
134.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/30. [Python] - Conditional Statements - Build a Valuation Tool (Part 2).vtt |
19 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/31. Python Conditional Statement Coding Exercise.html |
149 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/32. Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 |
244.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/32. Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.vtt |
24 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/33. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/33.1 04 Multivariable Regression.ipynb.zip.zip |
3.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/5. Predict House Prices with Multivariable Linear Regression/33.2 04 Valuation Tool.ipynb.zip.zip |
3 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/1. How to Translate a Business Problem into a Machine Learning Problem.mp4 |
42.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/1. How to Translate a Business Problem into a Machine Learning Problem.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/2. Gathering Email Data and Working with Archives & Text Editors.mp4 |
112.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/2. Gathering Email Data and Working with Archives & Text Editors.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/2.1 SpamData.zip.zip |
21.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/3. How to Add the Lesson Resources to the Project.mp4 |
28.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/3. How to Add the Lesson Resources to the Project.vtt |
4 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/4. The Naive Bayes Algorithm and the Decision Boundary for a Classifier.mp4 |
33.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/4. The Naive Bayes Algorithm and the Decision Boundary for a Classifier.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/5. Basic Probability.mp4 |
28.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/5. Basic Probability.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/6. Joint & Conditional Probability.mp4 |
141.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/6. Joint & Conditional Probability.vtt |
17 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/7. Bayes Theorem.mp4 |
83.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/7. Bayes Theorem.vtt |
13 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/8. Reading Files (Part 1) Absolute Paths and Relative Paths.mp4 |
60.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/8. Reading Files (Part 1) Absolute Paths and Relative Paths.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/9. Reading Files (Part 2) Stream Objects and Email Structure.mp4 |
104.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/9. Reading Files (Part 2) Stream Objects and Email Structure.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/10. Extracting the Text in the Email Body.mp4 |
47.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/10. Extracting the Text in the Email Body.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/11. [Python] - Generator Functions & the yield Keyword.mp4 |
133.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/11. [Python] - Generator Functions & the yield Keyword.vtt |
19 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/12. Create a Pandas DataFrame of Email Bodies.mp4 |
48.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/12. Create a Pandas DataFrame of Email Bodies.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/13. Cleaning Data (Part 1) Check for Empty Emails & Null Entries.mp4 |
121.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/13. Cleaning Data (Part 1) Check for Empty Emails & Null Entries.vtt |
15 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/14. Cleaning Data (Part 2) Working with a DataFrame Index.mp4 |
61.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/14. Cleaning Data (Part 2) Working with a DataFrame Index.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/15. Saving a JSON File with Pandas.mp4 |
56.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/15. Saving a JSON File with Pandas.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/16. Data Visualisation (Part 1) Pie Charts.mp4 |
90.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/16. Data Visualisation (Part 1) Pie Charts.vtt |
14 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/17. Data Visualisation (Part 2) Donut Charts.mp4 |
61.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/17. Data Visualisation (Part 2) Donut Charts.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/18. Introduction to Natural Language Processing (NLP).mp4 |
50.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/18. Introduction to Natural Language Processing (NLP).vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/19. Tokenizing, Removing Stop Words and the Python Set Data Structure.mp4 |
117.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/19. Tokenizing, Removing Stop Words and the Python Set Data Structure.vtt |
16 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/20. Word Stemming & Removing Punctuation.mp4 |
71.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/20. Word Stemming & Removing Punctuation.vtt |
9 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/21. Removing HTML tags with BeautifulSoup.mp4 |
95.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/21. Removing HTML tags with BeautifulSoup.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/22. Creating a Function for Text Processing.mp4 |
53.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/23. A Note for the Next Lesson.html |
476 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/24. Advanced Subsetting on DataFrames the apply() Function.mp4 |
83.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/24. Advanced Subsetting on DataFrames the apply() Function.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/25. [Python] - Logical Operators to Create Subsets and Indices.mp4 |
86.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/26. Word Clouds & How to install Additional Python Packages.mp4 |
79.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/26. Word Clouds & How to install Additional Python Packages.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/27. Creating your First Word Cloud.mp4 |
98.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/27. Creating your First Word Cloud.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/28. Styling the Word Cloud with a Mask.mp4 |
131.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/28. Styling the Word Cloud with a Mask.vtt |
14 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/29. Solving the Hamlet Challenge.mp4 |
57.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/29. Solving the Hamlet Challenge.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/30. Styling Word Clouds with Custom Fonts.mp4 |
127.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/30. Styling Word Clouds with Custom Fonts.vtt |
13 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/31. Create the Vocabulary for the Spam Classifier.mp4 |
107 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/31. Create the Vocabulary for the Spam Classifier.vtt |
15 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/32. Coding Challenge Check for Membership in a Collection.mp4 |
32.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/32. Coding Challenge Check for Membership in a Collection.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/33. Coding Challenge Find the Longest Email.mp4 |
54.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/33. Coding Challenge Find the Longest Email.vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/34. Sparse Matrix (Part 1) Split the Training and Testing Data.mp4 |
87.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/34. Sparse Matrix (Part 1) Split the Training and Testing Data.vtt |
13 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/35. Sparse Matrix (Part 2) Data Munging with Nested Loops.mp4 |
137.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/35. Sparse Matrix (Part 2) Data Munging with Nested Loops.vtt |
20 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/36. Sparse Matrix (Part 3) Using groupby() and Saving .txt Files.mp4 |
80.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/36. Sparse Matrix (Part 3) Using groupby() and Saving .txt Files.vtt |
11 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/37. Coding Challenge Solution Preparing the Test Data.mp4 |
28.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/37. Coding Challenge Solution Preparing the Test Data.vtt |
4 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/38. Checkpoint Understanding the Data.mp4 |
96.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/38. Checkpoint Understanding the Data.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/39. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/39.1 06 Bayes Classifier - Pre-Processing.ipynb.zip.zip |
988 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/1. Setting up the Notebook and Understanding Delimiters in a Dataset.mp4 |
72.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/1. Setting up the Notebook and Understanding Delimiters in a Dataset.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/1.1 SpamData.zip.zip |
22.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/1.2 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/2. Create a Full Matrix.mp4 |
132.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/2. Create a Full Matrix.vtt |
19 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/3. Count the Tokens to Train the Naive Bayes Model.mp4 |
96.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/3. Count the Tokens to Train the Naive Bayes Model.vtt |
16 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/4. Sum the Tokens across the Spam and Ham Subsets.mp4 |
46.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/4. Sum the Tokens across the Spam and Ham Subsets.vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/5. Calculate the Token Probabilities and Save the Trained Model.mp4 |
53.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/5. Calculate the Token Probabilities and Save the Trained Model.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/6. Coding Challenge Prepare the Test Data.mp4 |
35.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/6. Coding Challenge Prepare the Test Data.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/7. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/7.1 07 Bayes Classifier - Training.ipynb.zip.zip |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/1. Set up the Testing Notebook.mp4 |
26.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/1. Set up the Testing Notebook.vtt |
3 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/1.2 SpamData.zip.zip |
22.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/2. Joint Conditional Probability (Part 1) Dot Product.mp4 |
66.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/2. Joint Conditional Probability (Part 1) Dot Product.vtt |
11 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/3. Joint Conditional Probablity (Part 2) Priors.mp4 |
64 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/3. Joint Conditional Probablity (Part 2) Priors.vtt |
9 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/4. Making Predictions Comparing Joint Probabilities.mp4 |
52.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/4. Making Predictions Comparing Joint Probabilities.vtt |
9 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/5. The Accuracy Metric.mp4 |
40.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/5. The Accuracy Metric.vtt |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/6. Visualising the Decision Boundary.mp4 |
205.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/6. Visualising the Decision Boundary.vtt |
29 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/7. False Positive vs False Negatives.mp4 |
63.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/7. False Positive vs False Negatives.vtt |
11 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/8. The Recall Metric.mp4 |
28.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/8. The Recall Metric.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/9. The Precision Metric.mp4 |
53.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/9. The Precision Metric.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/10. The F-score or F1 Metric.mp4 |
24.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/10. The F-score or F1 Metric.vtt |
4 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/11. A Naive Bayes Implementation using SciKit Learn.mp4 |
195.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/11. A Naive Bayes Implementation using SciKit Learn.vtt |
29 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/12. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/12.1 08 Naive Bayes with scikit-learn.ipynb.zip.zip |
13 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/8. Test and Evaluate a Naive Bayes Classifier Part 3/12.2 07 Bayes Classifier - Testing, Inference & Evaluation.ipynb.zip.zip |
243 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/1. The Human Brain and the Inspiration for Artificial Neural Networks.mp4 |
51.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/1. The Human Brain and the Inspiration for Artificial Neural Networks.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/2. Layers, Feature Generation and Learning.mp4 |
146.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/2. Layers, Feature Generation and Learning.vtt |
24 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/3. Costs and Disadvantages of Neural Networks.mp4 |
92 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/3. Costs and Disadvantages of Neural Networks.vtt |
17 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/4. Preprocessing Image Data and How RGB Works.mp4 |
93.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/4. Preprocessing Image Data and How RGB Works.vtt |
14 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/4.1 TF_Keras_Classification_Images.zip.zip |
501 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/5. Importing Keras Models and the Tensorflow Graph.mp4 |
65.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/5. Importing Keras Models and the Tensorflow Graph.vtt |
10 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/6. Making Predictions using InceptionResNet.mp4 |
134.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/6. Making Predictions using InceptionResNet.vtt |
16 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/7. Coding Challenge Solution Using other Keras Models.mp4 |
103.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/7. Coding Challenge Solution Using other Keras Models.vtt |
11 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/8. Download the Complete Notebook Here.html |
264 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/9. Introduction to Neural Networks and How to Use Pre-Trained Models/8.1 09 Neural Nets Pretrained Image Classification.ipynb.zip.zip |
572 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/1. Solving a Business Problem with Image Classification.mp4 |
30.5 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/1. Solving a Business Problem with Image Classification.vtt |
4 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/2. Installing Tensorflow and Keras for Jupyter.mp4 |
42.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/2. Installing Tensorflow and Keras for Jupyter.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/3. Gathering the CIFAR 10 Dataset.mp4 |
31.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/3. Gathering the CIFAR 10 Dataset.vtt |
5 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/4. Exploring the CIFAR Data.mp4 |
110.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/4. Exploring the CIFAR Data.vtt |
16 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/5. Pre-processing Scaling Inputs and Creating a Validation Dataset.mp4 |
93.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/5. Pre-processing Scaling Inputs and Creating a Validation Dataset.mp4.jpg |
72 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/5. Pre-processing Scaling Inputs and Creating a Validation Dataset.txt |
271 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/5. Pre-processing Scaling Inputs and Creating a Validation Dataset.vtt |
17 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/6. Compiling a Keras Model and Understanding the Cross Entropy Loss Function.mp4 |
103.6 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/6. Compiling a Keras Model and Understanding the Cross Entropy Loss Function.vtt |
16 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/7. Interacting with the Operating System and the Python Try-Catch Block.mp4 |
133.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/7. Interacting with the Operating System and the Python Try-Catch Block.vtt |
21 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/8. Fit a Keras Model and Use Tensorboard to Visualise Learning and Spot Problems.mp4 |
100.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/8. Fit a Keras Model and Use Tensorboard to Visualise Learning and Spot Problems.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.vtt |
25 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/10. Use the Model to Make Predictions.mp4 |
218.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/10. Use the Model to Make Predictions.vtt |
29 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/11. Model Evaluation and the Confusion Matrix.mp4 |
62.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/11. Model Evaluation and the Confusion Matrix.vtt |
9 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.mp4 |
251.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.vtt |
35 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/13. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/13.1 10 Neural Nets - Keras CIFAR10 Classification.ipynb.zip.zip |
120 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/1. What's coming up.mp4 |
7.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/1. What's coming up.vtt |
2 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/1.1 Course Resources.html |
122 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/2. Getting the Data and Loading it into Numpy Arrays.mp4 |
52.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/2. Getting the Data and Loading it into Numpy Arrays.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/2.1 MNIST.zip.zip |
14.8 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/3. Data Exploration and Understanding the Structure of the Input Data.mp4 |
32.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/3. Data Exploration and Understanding the Structure of the Input Data.vtt |
6 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/4. Data Preprocessing One-Hot Encoding and Creating the Validation Dataset.mp4 |
70.2 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/4. Data Preprocessing One-Hot Encoding and Creating the Validation Dataset.vtt |
11 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/5. What is a Tensor.mp4 |
45.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/5. What is a Tensor.vtt |
8 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/6. Creating Tensors and Setting up the Neural Network Architecture.mp4 |
150.9 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/6. Creating Tensors and Setting up the Neural Network Architecture.vtt |
25 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/7. Defining the Cross Entropy Loss Function, the Optimizer and the Metrics.mp4 |
75.1 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/7. Defining the Cross Entropy Loss Function, the Optimizer and the Metrics.vtt |
12 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/8. TensorFlow Sessions and Batching Data.mp4 |
100.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/8. TensorFlow Sessions and Batching Data.vtt |
18 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/9. Tensorboard Summaries and the Filewriter.mp4 |
128.3 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/9. Tensorboard Summaries and the Filewriter.vtt |
20 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/10. Understanding the Tensorflow Graph Nodes and Edges.mp4 |
115.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/10. Understanding the Tensorflow Graph Nodes and Edges.vtt |
19 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/11. Name Scoping and Image Visualisation in Tensorboard.mp4 |
155.4 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/11. Name Scoping and Image Visualisation in Tensorboard.vtt |
23 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.mp4 |
213.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.vtt |
26 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/13. Prediction and Model Evaluation.mp4 |
110.7 MB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/13. Prediction and Model Evaluation.vtt |
17 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/14. Download the Complete Notebook Here.html |
242 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/11. Use Tensorflow to Classify Handwritten Digits/14.1 11 Neural Networks - TF Handwriting Recognition.ipynb.zip.zip |
7 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/12. Next Steps/1. Where next.html |
4 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/12. Next Steps/2. What Modules Do You Want to See.html |
431 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/12. Next Steps/3. Stay in Touch!.html |
1 KB |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/12. Next Steps/ReadMe.txt |
538 B |
| Complete 2020 Data Science & Machine Learning Bootcamp/Complete 2020 Data Science & Machine Learning Bootcamp/12. Next Steps/Visit Coursedrive.org.url |
124 B |
Magnet link
