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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/10. Use the Model to Make Predictions.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/4. Exploring the CIFAR Data.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/5. Pre-processing Scaling Inputs and Creating a Validation Dataset.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/3. Gathering the CIFAR 10 Dataset.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.mp4 |
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38 KB |
| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/12. Serving a Tensorflow Model through a Website/6. HTML and CSS Styling.srt |
38 KB |
| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/12. Serving a Tensorflow Model through a Website/10. Drawing on an HTML Canvas.srt |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/2. Predict Movie Box Office Revenue with Linear Regression/3. Explore & Visualise the Data with Python.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/3. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.mp4 |
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71.4 MB |
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53.5 MB |
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52.4 MB |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/22. Running Gradient Descent with a MSE Cost Function.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/4. LaTeX Markdown and Generating Data with Numpy.srt |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/32. Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/14. Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/11. Visualising Correlations with a Heatmap.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/27. Making Predictions (Part 1) MSE & R-Squared.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/30. [Python] - Conditional Statements - Build a Valuation Tool (Part 2).mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/29. Build a Valuation Tool (Part 1) Working with Pandas Series & Numpy ndarrays.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/12. Techniques to Style Scatter Plots.mp4 |
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126.9 MB |
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111.4 MB |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/28. Making Predictions (Part 2) Standard Deviation, RMSE, and Prediction Intervals.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/5. Visualising Data (Part 1) Historams, Distributions & Outliers.mp4 |
64.5 MB |
| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/24. How to Analyse and Plot Regression Residuals.mp4 |
64.2 MB |
| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/2. Gathering the Boston House Price Data.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/17. Running a Multivariable Regression.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/15. Understanding Multivariable Regression.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/1. Defining the Problem.mp4 |
39.9 MB |
| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/9. Introduction to Correlation Understanding Strength & Direction.mp4 |
33.1 MB |
| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/19. Introduction to Model Evaluation.mp4 |
16 MB |
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29 KB |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/5. Predict House Prices with Multivariable Linear Regression/9. Introduction to Correlation Understanding Strength & Direction.srt |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/6. Joint & Conditional Probability.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/11. [Python] - Generator Functions & the yield Keyword.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/30. Styling Word Clouds with Custom Fonts.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/27. Creating your First Word Cloud.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/38. Checkpoint Understanding the Data.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/16. Data Visualisation (Part 1) Pie Charts.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/7. Bayes Theorem.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/20. Word Stemming & Removing Punctuation.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/17. Data Visualisation (Part 2) Donut Charts.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/29. Solving the Hamlet Challenge.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/15. Saving a JSON File with Pandas.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/33. Coding Challenge Find the Longest Email.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/22. Creating a Function for Text Processing.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/18. Introduction to Natural Language Processing (NLP).mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/5. Basic Probability.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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.srt |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/39. Download the Complete Notebook Here.html |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/6. Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails Part 1/1.1 Course Resources.html |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/2. Create a Full Matrix.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/3. Count the Tokens to Train the Naive Bayes Model.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/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 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/5. Calculate the Token Probabilities and Save the Trained Model.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/4. Sum the Tokens across the Spam and Ham Subsets.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/6. Coding Challenge Prepare the Test Data.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/1.2 SpamData.zip |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/7. Train a Naive Bayes Classifier to Create a Spam Filter Part 2/7. Download the Complete Notebook Here.html |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/6. Visualising the Decision Boundary.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/7. False Positive vs False Negatives.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/9. The Precision Metric.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/4. Making Predictions Comparing Joint Probabilities.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/5. The Accuracy Metric.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/8. The Recall Metric.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/1. Set up the Testing Notebook.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/10. The F-score or F1 Metric.mp4 |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/1.1 SpamData.zip |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/12.2 07 Bayes Classifier - Testing, Inference & Evaluation.ipynb.zip |
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| Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]/Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/13. Any Feedback on this Section.html |
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