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Tutorials, training, courses, and educational resources 2113 public listings.

• Red Teaming LLM Applications (deeplearning.ai)
  Learn how to make safer LLM apps through red teaming. Learn to identify and evaluate vulnerabilities in large language model (LLM) applicat…
• JavaScript RAG Web Apps with LlamaIndex (deeplearning.ai)
  Build a full-stack web application that uses RAG capabilities to chat with your data. Learn to build a RAG application in JavaScript, using…
• Efficiently Serving LLMs (deeplearning.ai)
  Understand how LLMs predict the next token and how techniques like KV caching can speed up text generation. Write code to serve LLM applica…
• Knowledge Graphs for RAG (deeplearning.ai)
  Learn how to build and use knowledge graph systems to improve your retrieval augmented generation applications. Use Neo4j's query language…
• Student Project: Magazine Management (learn.mongodb.com)
  Learn how to use JavaScript and MongoDB to build a system that manages students' posts in universities.
• Preprocessing Unstructured Data for LLM Applications (deeplearning.ai)
  Improve your RAG system to retrieve diverse data types. Learn to extract and normalize content from a wide variety of document types, such…
• Quantization Fundamentals with Hugging Face (deeplearning.ai)
  Learn how to quantize any open-source model. Learn to compress models with the Hugging Face Transformers library and the Quanto library.
• MongoDB DBA Course Certification Exam (learn.mongodb.com)
  Improve your CV and skillset and take the MongoDB Associate DBA course exam from MongoDB University. Register today and get your MongoDB ce…
• Getting Started with Mistral (deeplearning.ai)
  Explore Mistral's open-source and commercial models, and leverage Mistral's JSON mode to generate structured LLM responses. Use Mistral's A…
• Prompt Engineering for Vision Models (deeplearning.ai)
  Learn prompt engineering for vision models using Stable Diffusion, and advanced techniques like object detection and in-painting.
• Quantization in Depth (deeplearning.ai)
  Customize model compression with advanced quantization techniques. Try out different variants of Linear Quantization, including symmetric v…
• Building Agentic RAG with Llamaindex (deeplearning.ai)
  Build autonomous agents that intelligently navigate and analyze your data. Learn to develop agentic RAG systems using LlamaIndex, enabling…
• Building Multimodal Search and RAG (deeplearning.ai)
  Build smarter search and RAG applications for multimodal retrieval and generation.
• Multi AI Agent Systems with crewAI (deeplearning.ai)
  Automate business workflows with multi-AI agent systems. Exceed the performance of prompting a single LLM by designing and prompting a team…
• Introduction to on-device AI (deeplearning.ai)
  Deploy AI for edge devices and smartphones. Learn model conversion, quantization, and how to modify for deployment on diverse devices.
• AI Agentic Design Patterns with AutoGen (deeplearning.ai)
  Use the AutoGen framework to build multi-agent systems with diverse roles and capabilities for implementing complex AI applications.
• AI Agents in LangGraph (deeplearning.ai)
  Build agentic AI workflows using LangChain's LangGraph and Tavily's agentic search.
• Building Your Own Database Agent (deeplearning.ai)
  Interact with tabular data and SQL databases using natural language, enabling more efficient and accessible data analysis.
• Function-calling and data extraction with LLMs (deeplearning.ai)
  Learn to apply function-calling to expand LLM and agent application capabilities.
• What is Information Systems Security? (With Solutions) (codecademy.com)
  Explore information systems security basics, threats, solutions, and best practices for effective data protection.
• Prompt Compression and Query Optimization (deeplearning.ai)
  Optimize the efficiency, security, query processing speed, and cost of your RAG applications.
• Carbon Aware Computing for GenAI developers (deeplearning.ai)
  Train your machine learning models using cleaner energy sources.
• Pretraining LLMs (deeplearning.ai)
  Learn the essential steps to pretrain a large language model from scratch.
• Federated Fine-tuning of LLMs with Private Data (deeplearning.ai)
  Build and fine-tune LLMs across distributed data using a federated learning framework for better privacy.
• Embedding Models: from Architecture to Implementation (deeplearning.ai)
  Learn how to build embedding models and how to create effective semantic retrieval systems.
• AI Python for Beginners (deeplearning.ai)
  Learn Python programming with AI assistance. Gain skills writing, testing, and debugging code efficiently, and create real-world AI applica…
• Intro to Federated Learning (deeplearning.ai)
  Build and fine-tune LLMs across distributed data using a federated learning framework for better privacy.
• Improving Accuracy of LLM Applications (deeplearning.ai)
  Systematically improve the accuracy of LLM applications with evaluation, prompting, and memory tuning.
• Building AI Applications With Haystack (deeplearning.ai)
  Learn a flexible framework to build a variety of complex AI applications.
• Large Multimodal Model Prompting with Gemini (deeplearning.ai)
  Learn best practices for multimodal prompting using Google’s Gemini model.
• Creating a Word Cloud With Python (codecademy.com)
  Learn how to use various Python libraries to create, mask, and display a word cloud with contents from a text file.
• Introducing Multimodal Llama 3.2 (deeplearning.ai)
  Try out the features of the new Llama 3.2 models to build AI applications with multimodality.
• Retrieval Optimization: Tokenization to Vector Quantization (deeplearning.ai)
  Build faster and more relevant vector search for your LLM applications Build faster and more relevant vector search for your LLM applicatio…
• Practical Multi AI Agents and Advanced Use Cases with crewAI (deeplearning.ai)
  Build agents that collaborate to solve complex business tasks.
• Safe and reliable AI via guardrails (deeplearning.ai)
  Move your LLM-powered applications beyond proof-of-concept and into production with the added control of guardrails.
• LLMs as Operating Systems: Agent Memory (deeplearning.ai)
  Build systems with MemGPT agents that can autonomously manage their memory.
• Building an AI-Powered Game (deeplearning.ai)
  Learn to build with LLMs by creating a fun interactive game from scratch.
• Collaborative Writing and Coding with OpenAI Canvas (deeplearning.ai)
  Learn to use OpenAI Canvas to write, code, and create more effectively in collaboration with AI.
• Reasoning with o1 (deeplearning.ai)
  Learn how to use and prompt OpenAI's o1 model for complex reasoning tasks.
• Build Long-Context AI Apps with Jamba (deeplearning.ai)
  Build LLM apps that can process very long documents using the Jamba model Build LLM apps that can process very long documents using the Jam…
• Building toward Computer Use with Anthropic (deeplearning.ai)
  Learn how an AI Assistant is built to use and accomplish tasks on computers.
• How Transformer LLMs Work (deeplearning.ai)
  Understand the transformer architecture that powers LLMs to use them more effectively.
• Attention in Transformers: Concepts and Code in PyTorch (deeplearning.ai)
  Understand and implement the attention mechanism, a key element of transformer-based LLMs, using PyTorch.
• Evaluating AI Agents (deeplearning.ai)
  Learn how to systematically evaluate, improve, and iterate on AI agents using structured assessments.
• Build Apps with Windsurf’s AI Coding Agents (deeplearning.ai)
  Learn to build, debug, and deploy applications with an Agentic AI-powered integrated development environment.
• Event-Driven Agentic Document Workflows (deeplearning.ai)
  Build an event-driven agentic workflow to process documents and fill forms using RAG and human-in-the-loop feedback.
• Certified Kubernetes Application Developer (CKAD) (cncf.io)
  The Certified Kubernetes Application Developer (CKAD) program has been developed by the Cloud Native Computing Foundation (CNCF), in collab…
• Long-Term Agentic Memory With LangGraph (deeplearning.ai)
  Learn to build AI agents with long-term memory with LangGraph, using LangMem for memory management.
• Generative AI for Everyoneㅤ (deeplearning.ai)
  Learn how to use generative AI's capabilities & limitations. Get an overview of real-world examples, and impact on business & society for e…
• Vibe Coding 101 with Replit (deeplearning.ai)
  Design, build, and deploy apps with an AI coding agent in an integrated web development environment.