/Coding-Ninjas-Machine-Learning

Machine Learning Course

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Coding Ninjas Machine Learning

Machine Learning Course May 2018

  1. Lecture 1 Python Basics
  2. Lecture 2 Conditionals,Loops and Functions
  3. Lecture 3 Lists and Dictionaries
  4. Lecture 4 2D Lists and Numpy
  5. Lecture 5 Pandas
  6. Lecture 6 Plotting Graphs
  7. Lecture 7 Introduction to ML
  8. Lecture 8 Linear Regression
  9. Lecture 9 MultiVariable Regression and Gradient Descent
  10. Lecture 10 Logistic Regression
  11. Lecture 11 Classification Measures
  12. Lecture 12 Decision Trees-1
  13. Lecture 13 Decision Trees-2
  14. Lecture 14 Feature Scaling
  15. Lecture 15 Random Forest
  16. Lecture 16 Naive Bayes
  17. Lecture 17 KNN
  18. Lecture 18 SVM
  19. Lecture 19 PCA
  20. Lecture 20 PCA-2
  21. Lecture 21 NLP-1
  22. Lecture 22 NLP-2
  23. Lecture 23 Neural Networks-1
  24. Lecture 24 Neural Network-2
  25. Lecture 25 Tensor Flow
  26. Lecture 26 Keras
  27. Lecture 27 CNN-1
  28. Lecture 28 CNN-2
  29. Lecture 29 RNN
  30. Lecture 30 LSTM
  31. Lecture 31 Unsupervised Learning
  32. Lecture 32 Unsupervised Learning-2