parampopat / machinelearning_lecture

The scripts taught by me as a part of Machine and Deep Learning lecture series at Nirma

machinelearning_lecture

The scripts taught by students as a part of Machine and Deep Learning lecture series at Nirma University, Ahmedabad

Curriculum

1. Orientation
2. Machine Learning 1(Supervised and Unsupervised Learning)
3. Deep Learning 1(ANN, and CNN intuition)
4. Deep Learning 2(CNN hands on)
5. Deep Learning 3(Mathematics of RNN)
6. Deep Learning 4(RNN hands on)
7. Deep Learning 5(GAN)
8. Deep Learning 6(Introduction to other nets like DBN, RBM, Autoencoders, etc)

Further Reading

You can find the links for further reading here

Code of conduct

Our code of conduct