Sam Witteveen Courses

PaLM2 from Scratch

Explore Google's PaLM2 AI model: improvements, specialized versions, and practical applications in the Vertex AI platform. Hands-on demonstrations of various prompting techniques and code examples included.

• YouTube
• 17 minutes
• On-Demand
• Free Video

LangChain Expression Language

Explore LangChain Expression Language's features: bindings, OpenAI functions, output parsers, retrievers, tools, and arbitrary functions for enhanced language model interactions.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Investigating the Code Llama Models and Fine-Tuned Alternatives

Explore Code Llama models and fine-tuned alternatives, comparing their capabilities, benchmarks, and recent developments in AI-powered coding assistance.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Fine-Tuning LLMs with PEFT and LoRA

Explore efficient fine-tuning of large language models using PEFT and LoRA techniques, with a focus on practical implementation and uploading to HuggingFace Hub.

• YouTube
• 16 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Improve Your BabyAGI with LangChain

Enhance your AI development skills by learning to create and optimize BabyAGI using LangChain, with step-by-step code explanations and practical demonstrations.

• YouTube
• 16 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Using LangChain Output Parsers to Get What You Want Out of LLMs

Explore LangChain Output Parsers to enhance LLM results. Learn structured, comma-separated, Pydantic, fixing, and retry parsers for improved model outputs.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Gemini 1.5 Pro for Video Analysis - Exploring AI-Powered Video Understanding

Explore Gemini 1.5 Pro's video analysis capabilities through a practical demonstration, showcasing its ability to summarize, extract information, and generate content from a 50-minute talk.

• YouTube
• 19 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

CrewAI August Update: Planning Steps, Training, and Advanced Features - Explained

Explore CrewAI's latest updates: enhanced planning, agent training, and advanced features for improved AI performance. Practical demo and code examples included.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Prompt Poet - Character AI's Framework for Assembling ML Chat Prompts

Learn Character AI's Prompt Poet framework for efficient prompt assembly and injection. Explore its application in LLM chat formats and discover techniques for enhancing AI interactions.

• YouTube
• 20 minutes
• On-Demand
• Free Video