Algorithms and Models
Feature Engineering
Supervised Learning - Classification, Regression
Unsupervised Learning
Semi-supervised Learning
Association rule Mining
Recommendation System
Heuristic Search, nature inspired search
Fuzzy and Rough Set
Reinforcement Learning
ANN and Deep Neural Networks
RNN, CNN, RBM, Transformer
Auto Encoder, GAN, Transfer Learning
Data Storage
Data warehouse and Data Lakes
Retrieval
Big Data
Cloud Computing