We usually meet each Sunday Bangladesh time 8 pm.
Tutorial
Deep Learning
Tutorial 2 - Training Deep Neural Networks
- Reviewing the Concepts of Neural Networks (Basic Architecture, Model Representation Mathematics)
- Forward Propagation Calculation
- Backward Propagation Algorithm (Mathematics & Visualizations)
- Training a deep neural network model with MNIST Fashion Dataset (Tensorflow) i) Hyperparameters ii) Hyperparameters Tuning Simulation (TF Playground & Deeplearning.ai simulations)
- Brief of Autograd (PyTorch Implementation)