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STC on Deep Learning (27.02.23 to 03.03.23)

NITTTR Chandigarh Organizes Contact/Hybrid Mode STC on Deep Learning from 27.02.2023 to 03.03.2023, Oplan CSE-17

Online Registration Link https://fdp.nitttrchd.ac.in/backingup/

Brief Contents

Introduction to Deep Learning

Data-Specific Deep Learning Models: A Design Framework

Essentials of Python and Deep Learning Libraries

Implementation of Pre-Trained Models and High Performance Deep Learning Transformers

Activation Functions

CNNs and Self-supervised learning and its implementation using Pytorch

Implementation of SSD, RNN, LSTM, GRU and YOLO Models

Ensemble and Federated Deep Learning

Meta-learning and its implementation using Pytorch

Neural Style Transfer and Vision Transformer for Image Classification

GAN Implementation and Time series Forecasting

Reinforcement Learning with Transition to Q-Learning

Fine-grained Image Analysis for Facial Expression Recognition using Deep CNNs

Case Study Demonstration, Feedback and Quiz