หลักสูตร Python for Machine Learning and Data Science

9.00 - 12.00

• Module 1: Introduction to Data Science
• Module 2: Introduction to Python
• Module 3: CRISP-DM
• Module 4: Python Packages
• Module 5: Python Variables
• Module 6: Data type and Data Importing
• Module 7: Missing value and Outlier Handling
• Module 8: Introduction to Data Visualization

13.00 - 16.00

• Module 9: Machine Learning Overview
• Module 10: Basic Classification Technique
• Module 11: Classification Performance Measurement

7 มิถุนายน 2563

9.00 - 12.00

• Module 12: Additional Classification Techniques
• Module 13: Regression Methods

 13.00 - 16.00

• Module 14: Tuning techniques
• Module 15: Clustering Methods
• Module 16: Neural Networks
• Module 17: Demonstration