Training materials
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slides, video
Data & models version control with DVC
••• advancedDVC Git version control AI deep learning data models -
slides, video
An introduction to deep learning, NLP, and LLMs
• beginnerAI deep learning machine learning NLP LLM -
slides, video
An introduction to machine learning for the humanities
• beginnerAI machine learning deep learning humanities HSS -
slides, video
Image upscaling
• beginnerAI deep learning PyTorch SwinIR super-resolution -
video
fastai: a deep learning library for fast implementation and research
• beginnerAI deep learning fastai PyTorch -
slides, video
ML experiment tracking with MLflow
•• intermediateAI deep learning machine learning MLflow experiment tracking -
slides, video
Accelerated array computing & AD with JAX
• beginnerAI deep learning JAX Python automatic differentiation GPU TPU accelerator -
slides, video
Everything you wanted to know (and more) about PyTorch tensors
• beginnerAI deep learning PyTorch tensor -
slides, video
A map of current deep learning frameworks
• beginnerAI deep learning machine learning -
slides, video
AI-powered programming with Copilot
• beginnerAI LLM code-completion