- Neural Networks
- Decision Trees
- Random Forest
- Hyperparameter Optimisation, Bias Variance Tradeoff
- Class slides : Click here for class-3 slides
MNIST : Hand written digit recognition
- To try MNIST hand-written digit recognition in your web browser click here
- Feel free to ask anything about the notebook. I have written it myself.
- The implementation is in keras (check keras.io for detailed documentation)
Will probably add more resources for first three classes. Please check this folder at regular intervals.