Huawei Talent
The Python programming basic course is a pre-learning course for the HCIA-AI certification course. This course focuses on the history, features, and application fields of the Python language. The trainees can learn the basic syntax and advanced usage of Python and learn the modules frequently used in Python programming, such as pandas, scipy, and Scikit-learn
Target Trainees
Anyone who wants to learn AI.
Course Objectives
Upon completion of this course, trainees should be able to independently compile Python programs and solve related problems, such as processing table data and data visualization. In addition, the common python modules can be used proficiently.
Introduction to Python Programming Basic
1. Python Introduction
Introduction
1.1 What is Python
1.2 Python features
1.3 How to use Python
Quiz
2. Python Basic
Introduction
2.1 Python basics
2.2 Python data type
2.3 Control flow statement
2.4 Function
2.5 Class and object
Quiz
3. Python Advanced
Introduction
3.1 Regular expressions
3.2 I/O operations
3.3 Exception
3.4 Generators and decorators
3.5 Common standard libraries
3.6 Data structure
Quiz
4. Common Third-party Libraries
Introduction
4.1 Llibrary installation method
4.2 Numpy
4.3 Pandas
4.4 Matplotlib
4.5 Scipy
4.6 Scikit-learn
Quiz
5. Python Experiment
Introduction
5.1 Python experiment
Training Materials
Training materials
Experiment manual
Final Exam
Final Exam
Satisfaction Survey
Satisfaction Survey
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