Chris Hay Courses

Benchmarking LLMs: Claude 4, Gemini 2.5, and Mixture of Expert Models

Explore comprehensive benchmarking of leading AI models including Claude 4, Gemini 2.5, GPT-4, and Mistral, revealing performance insights and identifying which use Mixture of Experts architecture.

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

Anthropic Model Context Protocol (MCP) Implementation with Ollama

Discover how to leverage Anthropic's Model Context Protocol with open-source LLMs through Ollama, enabling custom data and tool integration without Claude dependencies.

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

Microsoft PHI-4 Model Comparison and Performance Analysis

Explore Microsoft's PHI 4 AI model's capabilities through hands-on testing, comparing its performance in mathematics, coding, gaming strategies, and creative tasks against other leading AI models.

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

Build Your First AI Agent With Google ADK in Minutes

Learn to build AI agents with Google ADK using Gemma3 via Ollama or GPT-4o-mini via LiteLlm. Create function-calling tools, multi-agent systems, and explore the adktools package for simplified development.

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

How to Give Your AI Agent Infinite Context with Hierarchical Memory

Master AI session management with hierarchical memory systems for infinite context, conversation branching, and advanced memory handling across any LLM provider.

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

Chat with AI in 2 Lines of Code - Multi-LLM Provider Tutorial with Chuk-LLM

Discover how to quickly integrate multiple large language models using chuk-llm, a unified async library that simplifies AI chat implementation with automatic Ollama model discovery.

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

Qwen QwQ: Getting Started, Comparison with DeepSeek R1, and Performance Testing

Explore Qwen QwQ's capabilities compared to DeepSeek R1, with hands-on testing for math, coding, and function calling using Ollama for local deployment and Model Context Protocol for performance evaluation.

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

Training DeepSeek R1 1.5B Model for Enhanced Mathematical Reasoning Through Coldstart Method

Dive into the DeepSeek R1 coldstart technique and learn how to enhance mathematical reasoning in smaller AI models through chain-of-thought prompting, synthetic data generation, and fine-tuning processes.

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

Building a Retro AI Chat Interface with Pyxel and Ollama

Discover how to create a unique retro-style AI chat interface by combining Pyxel gaming engine with Llama 3.1 and Ollama, bringing a nostalgic 80s twist to modern AI interactions.

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

QWEN 2.5 Coder - Local AI Development with Ollama, Open WebUI and Continue

Master local AI coding with QWEN-2.5 Coder through Ollama, OpenWebUI, and Continue. Set up a powerful development environment and explore coding capabilities across Python, JavaScript, React, and Rust.

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

Write Your Own AI Agent with Monte Carlo Tree Search - Building a Tic-Tac-Toe Game

Master Monte Carlo Tree Search algorithm implementation by building a Tic-Tac-Toe AI agent, exploring its applications in modern AI systems like AlphaGo and O1 models.

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

GPT-OSS Harmony Prompt Format Explained

Discover how the Harmony Prompt Format shapes AI model training and functionality, exploring prompt hierarchies, conflicting system prompts, and their impact on open source models.

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

Google's A2A Protocol - Overview and Implementation Guide

Explore Google's A2A Protocol for standardized agent-to-agent communication through practical demonstrations using a2a-cli tool, and learn to build and host your own agent with ADK.

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

ES2015 JavaScript Features - Rest Parameters, Spread Operators, Let, Const, and Arrow Functions

Master ES2015 features including arrow functions, spread operators, rest parameters, let/const declarations, and advanced JavaScript engine concepts.

• YouTube
• 2 hours 22 minutes
• Self-Paced
• Free Video

JavaScript V8 Engine - From Source Code to Byte Code

Dive into JavaScript's V8 engine internals, exploring byte code generation, registers, arithmetic operations, scoping, functions, loops, and stack mechanics.

• YouTube
• 3 hours 47 minutes
• Self-Paced
• Free Video