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
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