Advanced Deep Learning
Advanced deep learning techniques push the limits of AI models in vision, NLP and generative AI.
Workshop Overview
This workshop explores GANs, autoencoders, advanced CNN architectures and generative models.
Workshop Modules
TensorFlow and PyTorch
Hands-on deep learning frameworks.
Unsupervised Learning
Learning patterns without labeled data.
Sparse Coding
Efficient data representation.
Restricted Boltzmann Machines
Generative neural networks.
Deep Belief Networks
Stacked probabilistic neural models.
Autoencoders
Dimensionality reduction techniques.
GANs
Generative adversarial networks.
3D CNN and YOLO
Advanced object detection models.
Image Segmentation
Deep learning for image understanding.