Fundamentals of Machine Learning [Python]

 

  1. Introduction
  2. Setup Environment
  3. Data Preprocessing
  4. Supervised Learning: Regression
  5. Supervised Learning: Classification
  6. Deep Learning: Introduction
  7. Deep Learning: Create a Simple Neural Network
  8. Introduction to Natural Language Processing (NLP) and Text
  9. NLP: Text Preprocessing-Python Code
  10. NLP: Case Study- Spam Filter

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