python Basic knowledge catalog

The first part Basic knowledge

1. 1 Basic concepts

• notes 、 Operator 、 Data types and bit operations

1.2. Common sequence types

• List and Yuanzu
• Strings and dictionaries
• Sets and sequences

1.3 Basic program structure

• Conditional statements 、 Loop statement

1.4 Use of functions

• Functions and lambda expression

1.5 Object oriented programming

• Classes and objects

1.6 Files and exceptions

• exception handling

The second part Project practice

2.1 python a master hand 's first small display

• stay sublime Run in python
• Some small and beautiful introductory projects

2.2 python Data analysis

• numpy Basics
• pandas And Series
• pandas And DataFrame
• pandas Document operation of
• pyecharts Data visualization
• matplotlib Data visualization

2.3 python Web crawler

• Regular expression basis

2.4 python Wechat assistant

• WeChat official account development foundation
• Artificial intelligence API Use
• English word memory assistant

2.5 python Website development

• Use Django Build a personal blog

2.6 python Artificial intelligence

• Visual linear regression machine learning process
• Neural network recognition of fashion items
• TesnorFlow build CNN Simulated autopilot
• Use opencv library yolo Algorithm for object detection

2.7 python Game development

100 Line code implementation simple version FlappyBird

The third part Exam oriented exercises

3.1 Basic exercises

3.2 Advanced exercises

3.2 Interview FAQs