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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.

Deep Learning Embeddings GenAI Applications Machine Learning NLP Transformers

StatQuest

Short Course

How Transformer LLMs Work

Understand the transformer architecture that powers LLMs to use them more effectively.

Deep Learning Embeddings GenAI Applications LLMOps Machine Learning NLP RAG Transformers

Jay Alammar, Maarten Grootendorst

Short Course

Build Long-Context AI Apps with Jamba

Build LLM apps that can process very long documents using the Jamba model

Document Processing GenAI Applications Generative Models NLP Prompt Engineering RAG

AI21 labs

Short Course

Reasoning with o1

Learn how to use and prompt OpenAI's o1 model for complex reasoning tasks.

Agents GenAI Applications MultiModal NLP Prompt Engineering

OpenAI

Short Course

Collaborative Writing and Coding with OpenAI Canvas

Learn to use OpenAI Canvas to write, code, and create more effectively in collaboration with AI.

Agents GenAI Applications MultiModal NLP Prompt Engineering

OpenAI

Short Course

Safe and reliable AI via guardrails

Move your LLM-powered applications beyond proof-of-concept and into production with the added control of guardrails.

AI Safety Chatbots Evaluation and Monitoring GenAI Applications LLMOps NLP Prompt Engineering RAG

GuardrailsAI

Short Course

Multimodal RAG: Chat with Videos

Build an interactive system for querying video content using multimodal AI

Computer Vision Embeddings MultiModal NLP RAG Search and Retrieval Vector Databases

Intel

Short Course

Open Source Models with Hugging Face

Learn how to easily build AI applications using open-source models and Hugging Face tools. Find and filter open-source models on Hugging Face Hub.

Chatbots Generative Models MultiModal NLP Prompt Engineering Transformers

Hugging Face

Short Course

Understanding and Applying Text Embeddings

Learn how to accelerate the application development process with text embeddings for sentence and paragraph meaning.

Embeddings GenAI Applications NLP RAG Search and Retrieval

Google Cloud

Short Course

Large Language Models with Semantic Search

Learn to use LLMs to enhance search and summarize results, using Cohere Rerank and embeddings for dense retrieval.

Embeddings NLP RAG Search and Retrieval Vector Databases

Cohere