Microsoft Developer just posted a the full series of “Even More Python for Beginners – Data Tools” as one video.

Time Index:

• 0:00 Series 2 Intro
• 3:00 What Are Jupyter Notebooks
• 15:54 Intro To Anaconda And Conda
• 19:22 Intro To Anaconda And Conda Demo
• 23:19 Getting Started With Pandas
• 32:21 Getting Started With Pandas Demo
• 39:09 Examining Pandas Data Frame Contents
• 42:51 Examining Pandas Data Frame Contents demo
• 45:41 Query A Data Frame
• 54:23 Query A Data Frame Demo
• 58:40 CSV File And Jupyter Notebooks
• 1:00:15 CSV File And Jupyter Notebooks Demo
• 1:01:20 Read And Write CSV Files From Pandas Data Frames
• 1:05:56 Read And Write CSV Files From Pandas Data Frames Demo
• 1:11:56 Removing And Splitting Data Frame Columns
• 1:15:41 Removing And Splitting Data Frame Columns Demo
• 1:19:30 Handling Duplicates And Rows With Missing Values
• 1:24:33 Handling Duplicates And Rows With Missing Values Demo
• 1:30:11 Splitting Test And Training Data With Scikit-learn
• 1:41:30 Splitting Test And Training Data With Scikit-learn Demo
• 1:47:08 Train A Linear Regression Model With Scikit-Learn
• 1:50:55 Train A Linear Regression Model With Scikit-Learn Demo
• 1:53:03 Testing A Model
• 1:55:50 Testing A Model Demo
• 1:59:34 Evaluating Accuracy Of A Model Using Calculations
• 2:02:50 Evaluating Accuracy Of A Model Using Calculations Demo
• 2:06:20 Numpy Vs Pandas
• 2:11:37 Numpy Vs Pandas Demo
• 2:16:36 Visualizing DataWith Matplotlib
• 2:26:01 Visualizing DataWith Matplotlib Demo
• 2:30:03 Thank You!