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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!
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