– Introduction to Convolutional Neural Network (CNN)
– Object Classification with CNN, Standard CNN Architectures
– Introduction to Object Detection, Transfer Learning
– The YOLO Algorithm, Deep Reinforcement Learning
Natural Language Processing + Web Interface
– Introduction to NLTK, Text Pre-Processing
– POS Tagging and Named-Entity Recognition, Latent Semantic Analysis
– Introduction to Recurrent Neural Network, Word2Vec Algorithm for Text Vectorization
– Natural Language Processing with LST
– Giving Web Interface to ML Application using Flask/Django/Streamlit.