#DL codes for the training i will be conducting at IST #using tensorflow, keras on VScode

Classification

2a_python array,numpy,loops, if etc 2b_python class, pandas etc

Sigmoid & decision boundry explaination Linear classification using Perceptron & learning loop

Tf initial orientation and keras based classification for linear/nonlinear case Classical ML (random forest, logistic regression and SVM for classication

Times series prediction of energy consumption using RNN, LSTM, GRU and 1D Conv models

Natural language processing:implementation of sentiment analysis on movie review data

Generative adversarial models

Reinforcement Learning algorithm implementation on openai Gym