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