使用 Python A-Z 完成机器学习和数据科学
上次更新时间：2024-12-01
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课程内容
1. First Contact with Machine Learning
2. Installations for Python
3. Evaluation Metrics in Machine Learning
4. Supervised Learning with Machine Learning
5. Linear Regression Algorithm in Machine Learning A-Z
6. Bias Variance Trade-Off in Machine Learning
7. Logistic Regression Algorithm in Machine Learning A-Z
- 1. What is Logistic Regression Algorithm in Machine Learning
- 2. Logistic Regression Algorithm with Python Part 1
- 3. Logistic Regression Algorithm with Python Part 2
- 4. Logistic Regression Algorithm with Python Part 3
- 5. Logistic Regression Algorithm with Python Part 4
- 6. Logistic Regression Algorithm with Python Part 5
8. K-fold Cross-Validation in Machine Learning A-Z
9. K Nearest Neighbors Algorithm in Machine Learning A-Z
10. Hyperparameter Optimization
11. Decision Tree Algorithm in Machine Learning A-Z
12. Random Forest Algorithm in Machine Learning A-Z
13. Support Vector Machine Algorithm in Machine Learning A-Z
14. Unsupervised Learning with Machine Learning
15. K Means Clustering Algorithm in Machine Learning A-Z
16. Hierarchical Clustering Algorithm in machine learning data science
17. Principal Component Analysis (PCA) in Machine Learning A-Z
18. Recommender System Algorithm in Machine Learning A-Z
课程内容
18个章节 , 60个讲座
1. First Contact with Machine Learning
2. Installations for Python
3. Evaluation Metrics in Machine Learning
4. Supervised Learning with Machine Learning
5. Linear Regression Algorithm in Machine Learning A-Z
6. Bias Variance Trade-Off in Machine Learning
7. Logistic Regression Algorithm in Machine Learning A-Z
- 1. What is Logistic Regression Algorithm in Machine Learning
- 2. Logistic Regression Algorithm with Python Part 1
- 3. Logistic Regression Algorithm with Python Part 2
- 4. Logistic Regression Algorithm with Python Part 3
- 5. Logistic Regression Algorithm with Python Part 4
- 6. Logistic Regression Algorithm with Python Part 5