Deep Learning – II

– 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.

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