Advanced Machine Learning With Python
The Course Name: ILE – Advanced Machine Learning with Python
The Duration: 3 Days
The Course Index:
- Module 1: Introduction to Machine Learning
- Module 2: Classification vs. Regression
- Module 3: Linear Regression
- Module 4: Bias-Variance Trade-off
- Module 5: Dimensionality Reduction
- Module 6: Cross Validation
- Module 7: Training Models
- Module 8: Logistic Regression
- Module 9: K-Nearest Neighbors
- Module 10: Support Vector Machines
- Module 11: Decision Trees
- Module 12: Random Forest
- Module 13: Unsupervised Learning
- Module 14: K-means Clustering