| Learning Python for Data Science [Video]/4.Data Preparation and Manipulation with Pandas/13.Read in Data Files.mp4 |
103.4 MB |
| Learning Python for Data Science [Video]/1.Beginning the Data Science Journey/02.What Is Data Science.mp4 |
27.7 MB |
| Learning Python for Data Science [Video]/1.Beginning the Data Science Journey/03.Python Data Science Ecosystem.mp4 |
4.5 MB |
| Learning Python for Data Science [Video]/2.Introducing Jupyter/04.Installing Anaconda.mp4 |
2.5 MB |
| Learning Python for Data Science [Video]/2.Introducing Jupyter/05.Starting Jupyter.mp4 |
10 MB |
| Learning Python for Data Science [Video]/2.Introducing Jupyter/06.Basics of Jupyter.mp4 |
4 MB |
| Learning Python for Data Science [Video]/2.Introducing Jupyter/07.Markdown Syntax.mp4 |
4.8 MB |
| Learning Python for Data Science [Video]/3.Understanding Numerical Operations with NumPy/08.1D Arrays with NumPy.mp4 |
14.2 MB |
| Learning Python for Data Science [Video]/3.Understanding Numerical Operations with NumPy/09.2D Arrays with NumPy.mp4 |
24 MB |
| Learning Python for Data Science [Video]/3.Understanding Numerical Operations with NumPy/10.Functions in NumPy.mp4 |
20.7 MB |
| Learning Python for Data Science [Video]/3.Understanding Numerical Operations with NumPy/11.Random Numbers and Distributions in NumPy.mp4 |
16.6 MB |
| Learning Python for Data Science [Video]/4.Data Preparation and Manipulation with Pandas/12.Create DataFrames.mp4 |
64.3 MB |
| Learning Python for Data Science [Video]/1.Beginning the Data Science Journey/01.The Course Overview.mp4 |
3.6 MB |
| Learning Python for Data Science [Video]/4.Data Preparation and Manipulation with Pandas/14.Subsetting DataFrames.mp4 |
12.6 MB |
| Learning Python for Data Science [Video]/4.Data Preparation and Manipulation with Pandas/15.Boolean Indexing in DataFrames.mp4 |
12 MB |
| Learning Python for Data Science [Video]/4.Data Preparation and Manipulation with Pandas/16.Summarizing and Grouping Data.mp4 |
14.2 MB |
| Learning Python for Data Science [Video]/5.Visualizing Data with Matplotlib and Seaborn/17.Matplotlib Introduction.mp4 |
22.4 MB |
| Learning Python for Data Science [Video]/5.Visualizing Data with Matplotlib and Seaborn/18.Graphs with Matplotlib.mp4 |
15.6 MB |
| Learning Python for Data Science [Video]/5.Visualizing Data with Matplotlib and Seaborn/19.Graphs with Seaborn.mp4 |
29.9 MB |
| Learning Python for Data Science [Video]/5.Visualizing Data with Matplotlib and Seaborn/20.Graphs with Pandas.mp4 |
20 MB |
| Learning Python for Data Science [Video]/6.Introduction to Machine Learning and Scikit-learn/21.Machine Learning.mp4 |
6.6 MB |
| Learning Python for Data Science [Video]/6.Introduction to Machine Learning and Scikit-learn/22.Types of Machine Learning.mp4 |
6.1 MB |
| Learning Python for Data Science [Video]/6.Introduction to Machine Learning and Scikit-learn/23.Introduction to Scikit-learn.mp4 |
7.1 MB |
| Learning Python for Data Science [Video]/7.Building Machine Learning Models with Scikit-learn/24.Linear Regression.mp4 |
43.4 MB |
| Learning Python for Data Science [Video]/7.Building Machine Learning Models with Scikit-learn/25.Logistic Regression.mp4 |
18.6 MB |
| Learning Python for Data Science [Video]/7.Building Machine Learning Models with Scikit-learn/26.K-Nearest Neighbors.mp4 |
18.3 MB |
| Learning Python for Data Science [Video]/7.Building Machine Learning Models with Scikit-learn/27.Decision Trees.mp4 |
13.5 MB |
| Learning Python for Data Science [Video]/7.Building Machine Learning Models with Scikit-learn/28.Random Forest.mp4 |
12 MB |
| Learning Python for Data Science [Video]/7.Building Machine Learning Models with Scikit-learn/29.K-Means Clustering.mp4 |
9 MB |
| Learning Python for Data Science [Video]/8.Model Evaluation and Selection/30.Preparing Data for Machine Learning.mp4 |
32.1 MB |
| Learning Python for Data Science [Video]/8.Model Evaluation and Selection/31.Performance Metrics.mp4 |
17.8 MB |
| Learning Python for Data Science [Video]/8.Model Evaluation and Selection/32.Bias-Variance Tradeoff.mp4 |
15.3 MB |
| Learning Python for Data Science [Video]/8.Model Evaluation and Selection/33.Cross-Validation.mp4 |
13.7 MB |
| Learning Python for Data Science [Video]/8.Model Evaluation and Selection/34.Grid Search.mp4 |
25.1 MB |
| Learning Python for Data Science [Video]/8.Model Evaluation and Selection/35.Wrap Up.mp4 |
4.4 MB |
| Learning Python for Data Science [Video]/Exercise Files/code_34313.zip |
3.1 MB |
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