数据科学初学者课程，附免费修订手册
- 1 - Introduction to Data Science
- 1 - Introduction to Data Science
- 3 - Who is a Data Scientist
- 4 - Installation of Python for Data Science
- 2 - Python Tools for Data Science
- 5 - Numpy Library
- 6 - Pandas Library
- 7 - Matplotlib Library
- 3 - Operators in Python Programming
- 8 - Arithmetic Operators
- 9 - Assignment Operators
- 10 - Comparison Operators
- 11 - Membership Operators
- 4 - Strings in Python Programming
- 12 - Strings in Python
- 13 - String Slicing in Python
- 5 - Decision Making Statements in Python
- 14 - If Statement in Python
- 15 - Else If Statement in Python
- 16 - Elif Statement in Python
- 17 - Switch Statement in Python
- 6 - Loops and Functions in Python
- 18 - For loop in Python programming
- 19 - While Loop in python
- 20 - How to create custom functions in Python
- 7 - List Tuple Set and Dictionary in Python
- 21 - List in Python
- 22 - More on List in Python
- 23 - Tuple in Python
- 24 - Set in Python
- 25 - Intersection and Symmetric Difference
- 26 - Dictionary in Python
- 27 - More on Dictionary
- 8 - Sampling Data in Data Science
- 28 - How to read data
- 29 - How to sample data
- 30 - Read data from external file
- 9 - Data to CSV and TXT Formats
- 31 - Convert and read data in CSV format
- 32 - Convert txt file to Table
- 10 - Data Preparation in Data Science
- 33 - Series Data Structure
- 34 - DataFrame Structure