Short Course
AI Python for Beginners
Learn Python programming with AI assistance. Gain skills writing, testing, and debugging code efficiently, and create real-world AI applications.
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Grow your AI career with foundational specializations and skill-specific short courses taught by leaders in the field.
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Short Course
Attention in Transformers: Concepts and Code in PyTorch
Understand and implement the attention mechanism, a key element of transformer-based LLMs, using PyTorch.
Short Course
How Transformer LLMs Work
Understand the transformer architecture that powers LLMs to use them more effectively.
Short Course
Pretraining LLMs
Learn the essential steps to pretrain a large language model from scratch.
Short Course
Introduction to On-Device AI
Deploy AI for edge devices and smartphones. Learn model conversion, quantization, and how to modify for deployment on diverse devices.
Short Course
Finetuning Large Language Models
Discover when to use finetuning vs prompting for LLMs. Select suitable open-source models, prepare data, and train & evaluate for your specific domain.
Short Course
How Diffusion Models Work
Learn and build diffusion models from the ground up, understanding each step. Learn about diffusion models in use today and implement algorithms to speed up sampling.