Artificial Intelligence And Data Science: Insights, Practices And Applications - Day 4 : 5th June 2024 (FN –Introduction to Neural Networks)(AN – Hands on workshop) organised by Department of Computer Science & Engineering, Mechanical Engineering, Electronics & Communication Engineering in association with Internal Quality Assurance Cell.
Session 1 - Other ML techniques: Introduction to Clustering, Principal component analysis, Support Vector Machines.
Session 2 - Introduction to Neural Networks: Architecture, activation functions, loss functions, and optimization algos, Introduction to deep learning framework (TensorFlow, Keras).
Session 3 - Convolutional Neural Networks: Introduction to CNN, RNN, LSTM and other ANN frameworks. Image & video processing, language models, speech recognition
Hands-on workshop: Building and training neural networks for classification, regression, and other basic ai tasks.
Comments