DAL 2019 : Second National Level Workshop on “Data Analytics & Learning - Advanced Topics”

Topics covered

 Data and Learning Models
 Probabilistic Models and Markov Random Fields (MRF)
 Radial Basis Function (RBF) and Multi Layer Perceptron (MLP)
 Introduction to Deep Learning – Challenges and Applications
 Large Scale Data Classification using CNN
 Design and analysis of different CNN architectures
 Introduction to RNN & its variants
 LSTM, Bi-directional LSTM, GRU
 Object detection and localization using CNN
 Role of AI in Smart Factory 4.0