Sam Witteveen Courses

Image Annotation with LLaVA and Ollama

Learn to annotate images using LLava 1.6 and Ollama. Explore file handling, image loading, API integration, and data management in this practical tutorial on building an image captioning application.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Advanced RAG - Contextual Compressors and Filters - Lecture 4

Explore advanced RAG techniques with contextual compressors and filters, enhancing information retrieval and processing for more efficient and accurate AI-powered systems.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Camel + LangChain for Synthetic Data & Market Research

Explore Camel project for synthetic data creation and market research using AI agents. Learn implementation techniques and practical applications through demonstrations and code examples.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Program-Aided Language Models with LangChain

Explore Program-aided Language Models implementation in LangChain, featuring code walkthrough, examples, and practical applications for enhanced language model performance.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Trying Out Flan 20B with UL2 - Working in Colab with 8-Bit Inference

Explore Flan-UL2 20B model in Google Colab using 8-bit inference. Learn about zero-shot capabilities, chain-of-thought prompting, and practical applications in various NLP tasks.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

LangChain Basics Tutorial - Tools and Chains

Explore LangChain's Tools and Chains: utility functions, basic chains, chaining, PAL Math, and API tools. Learn to develop applications using these powerful components.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Yi 34B: The Rise of Powerful Mid-Sized Models - Base, 200k, and Chat

Explore Yi 34B, a powerful mid-sized AI model. Learn about its performance, versions, and potential applications. Discover insights from AI expert Kai-Fu Lee and see practical demonstrations.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

LangGraph Crash Course - Building LLM Agents with Code Examples

Explore LangGraph for building LLM agents: learn about StateGraph, nodes, edges, and practical implementations with code examples and tutorials.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Advanced RAG Techniques - RAG Fusion Implementation - Lecture 6

Explore RAG fusion technique to enhance retrieval-augmented generation models, combining multiple search queries and ranking results using reciprocal rank fusion with LangChain implementation.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

5 Common Problems in Building LLM Agents for Production

Explore common challenges in LLM Agent production: reliability, loops, tools, self-checking, and explainability. Gain insights on overcoming these hurdles for successful implementation.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Google's New Approach to AI Agents - Analysis and Implications

Explore Google's innovative approach to AI agents, their unique features, and implications for developers in building advanced, multi-step AI assistants.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Google's Expansion of Gemini: New Features and Integrations - Google I/O 2024 Highlights

Explore Google's Gemini expansion: new app, advanced features, 1.5 Pro model with 2M token context, integration in Workspace, and innovative tools like NotebookLM and context caching.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

InternLM - A Strong Agentic Model for Math, Reasoning, and Function Calling

Explore InternLM: A powerful language model excelling in math, reasoning, and function calling. Learn its features, implementation, and local deployment options.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

The 4 Big Changes in Large Language Models

Explore key trends in LLMs: increasing intelligence, faster processing, cost reduction, and expanding context windows. Gain insights for developing advanced AI applications and agents.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

New Summarization Techniques for LLM Applications - Building a Note-Taking App

Explore recent advancements in LLM applications, focusing on personalization, curation, and innovative summarization techniques using new models like Claude 3: Haiku for improved note-taking and content processing.

• YouTube
• 28 minutes
• Self-Paced
• Free Video