面向初学者的机器学习完整课程
Machine Learning Full Course for Absolute Beginners
- 1. Introduction
- 1. Everything You Need to Know About the Course
- 2. Machine Learning Basics & Models Building Steps
- 1. The Steps to Build Any Machine Learning Model
- 2. Data Collection
- 3. Types Of Data for Machine Learning
- 4. Data Collection How to Collect Data for Machine Learning
- 5. Google Colab Jupyter notebook environment
- 6. Data Loading for Machine Learning
- 7. Data Cleaning for Machine Learning
- 8. Data Splitting for Machine Learning
- 9. Make a model
- 10. Train The Model
- 11. Making Predictions with Machine Learning
- 3. Building Real-Life Machine Learning Projects
- 1. Diabetes Prediction Model
- 2. Gold Price Prediction Model
- 3. Heart Disease Prediction Model
- 4. Loan Status Prediction Model