abhishek201202/Machine-Learning-Deep-Learning--Online-Course

Machine-Learning & Deep-Learning

1. Intro to Python
2. Conditional and for loops
3. Lists and Dictionaries
4. 2D list and numpy
5. Pandas
6. Plotting Graphs
7. Intro to ML
8. Linear Regression
9. MultiVariable Regression and Gradient Descent
10. Logistic Regression
11. Classification Measures
12. Decision Trees
13. Feature Scaling
14. Random Forest Vs Decision Trees
15. Naive Bayes
16. KNN
17. SVM
18. PCA
19. PCA-2
20. NLP
21. Neural Networks
22. Tensor Flow
23. Keras
24. CNN
25. RNN
26. Unsupervised Learning