PyTorch Ultimate 2024: From Basics to Cutting-Edge
Become an expert applying the most popular Deep Learning framework PyTorchWhat you'll learn
- learn all relevant aspects of PyTorch from simple models to state-of-the-art models
- deploy your model on-premise and to Cloud
- Transformers
- Natural Language Processing (NLP), e.g. Word Embeddings, Zero-Shot Classification, Similarity Scores
- CNNs (Image-, Audio-Classification; Object Detection)
- Style Transfer
- Recurrent Neural Networks
- Autoencoders
- Generative Adversarial Networks
- Recommender Systems
- adapt top-notch algorithms like Transformers to custom datasets
- develop CNN models for image classification, object detection, Style Transfer
- develop RNN models, Autoencoders, Generative Adversarial Networks
- learn about new frameworks (e.g. PyTorch Lightning) and new models like OpenAI ChatGPT
- use transfer learning
