In this workshop, Anirudhan taught a brief introduction to Keras, the premier beginner’s platform for neural network development. Explore the benefits and strength of the Sequential API, convolutional layer, activation functions, and optimizers. Advanced topics such as regularization, the functional model, data generators, and transfer learning are briefly explored, with supplementary material in the provided Jupyter Notebook.
Prereqs are basic Foundation for Python Programming, Basic Theoretical Understanding of Neural Networks.