Скачать или смотреть Even More Python for Beginners - Data Tools (Full Series)

In this series, "Even More Python for Beginners - Data Tools", we're going to help you build your toolkit for getting into data science and machine learning using Python.

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!