Скачать или смотреть Learn Data Analysis with Python: Full Course for Beginners

We've created this extensive tutorial called Jovian's Zero to Pandas curated to be a one-stop video to learn everything you need to know about Python & learning Numpy, Pandas, Matplotlib and Seaborn.

Check out the Zero to Pandas course, you can earn a free certificate of completion post submission of projects: https://jovian.com/learn/data-analysi...

Notebooks:

1. Introduction to Programming with Python
https://jovian.com/learn/data-analysi...
2. Next Steps with Python
https://jovian.com/learn/data-analysi...
3. Numerical Computing with Numpy
https://jovian.com/learn/data-analysi...
4. Analyzing Tabular Data with Pandas
https://jovian.com/learn/data-analysi...
5. Visualization with Matplotlib and Seaborn
https://jovian.com/learn/data-analysi...
6. Course Project - Exploratory Data Analysis
https://jovian.com/learn/data-analysi...
7. Exploratory Data Analysis - A Case Study
https://jovian.com/learn/data-analysi...


00:00 - 02:08 - Introduction
02:08 - 18:56 - Arithmetic Operations
18:56 - 25:46 - Conditional and Logical Operators
25:46 - 34:05 - Markdown Formatting
34:05 - 42:35 - Variables in Python
42:35 - 55:13 - Primitive Data Types in Python
55:13 - 01:20:51 - Strings
01:20:51 - 01:42:16 - List and Tuple
01:42:16 - 01:53:39 - Dictionary
01:53:39 - 01:58:00 - Summary 1
01:58:00 - 02:23:02 - Branching
02:23:02 - 02:38:05 - While Loops
02:38:05 - 02:52:54 - For Loops
02:52:54 - 03:20:06 - Reusable Code with Functions
03:20:06 - 03:31:59 - Modules and Library Functions
03:31:59 - 03:47:08 - Handling Exceptions
03:47:08 - 03:52:57 - Summary 2
03:52:57 - 05:36:37 - Numerical Computing with Numpy
05:36:37 - 07:25:59 - Analyzing Tabular Data with Pandas
07:25:59 - 09:18:46 - Matplotlib and Seaborn
09:18:46 - 11:17:51 - Exploratory Data Analysis
11:17:51 - 11:57:43 - Walkthrough of the course project