This repository contains the codes and files used for the free online course of SHALA2020.
The course website is SHALA2020.
The Deep Learning Assignments are to be uploaded soon.
- Getting Started with Python
- Basics of Statistics
- Plotting with matplotlib and seaborn
- Statistical Tests and Probability Distributions
Assignment 7 has not been done. Will do it later.
- Basics of Machine Learning
- Decision Trees with titanic data-set
- Bayesian Decision Theory
- Linear Models : implement SGD and SVM
- Kernelization and Kernelized SVM
- Feature Engineering : complete Data Camp tutorial on feature Engineering
- MLP and neural network : Assignment not uploaded
- Clustering : on Sales data