Overview of AI
o The Past, Present, and Future of AI
o Development of AI Industries
o Strategic Planning of AI in the World
o Justice and Equity in the Era of AI
o Man-Machine Relationship in the Era of AI
o AI Governance
o AI Society in the Future
Python Programming Basics
o Introduction to Python
o List and Tuple
o String
o Dictionary
o Conditional and Loop Statements
o Function
o Object-Oriented Programming
o Date and Time
o Regular Expression
o File Manipulation
Basic Math
o Linear Algebra
o Probability and Information Theory
o Numeric Calculation
Introduction to TensorFlow
o What Is TensorFlow?
o TensorFlow Characteristics
o TensorFlow Basics
o TensorFlow Modules
o Development Environment Deployment
o Basic Development Steps Using TensorFlow
o Other Deep Learning Frameworks
Propaedeutics and Overview of Deep Learning
o Propaedeutics of Deep Learning
o Overview of Deep Learning
Huawei Cloud EI Overview
o Concept of AI and Origin of EI
o Details About Huawei Cloud EI
Python Programming Basics Experimental Guide
o List and Tuple
o String
o Dictionary
o Conditional and Loop Statements
o Function
o Object-Oriented Programming
o Date and Time
o Regular Expression
o File Manipulation
Basic Math Experimental Guide
o Linear Algebra Practices
o Probability Theory Practices
o Numerical Computation Example Practices
o Scenario
TensorFlow Programming Basics Experimental Guide
o Eight Knowledge Points
o Linear Regression — House Price Prediction
Image Recognition Programming Experimental Guide
Speech Recognition Programming Experimental Guide
Man-Machine Dialogue Programming Experimental Guide
