Deep Learning
Deep learning uses neural networks to learn complex patterns in data for AI applications.
Workshop Overview
This workshop covers neural networks, CNNs, RNNs and deep learning optimization techniques.
Workshop Modules
Foundations of Deep Learning
Introduction to neural networks.
Machine Learning Basics
Core ML algorithms and principles.
Designing Neural Networks
Architecture and optimization.
Deep Learning Hacks
Practical tips for model improvement.
CNN
Convolutional neural networks for vision.
RNN
Recurrent neural networks for sequences.
Advanced Model Tuning
Hyperparameter optimization techniques.