AI Engineer Courses

Building Multi-Agent Systems with Finite State Machines

Discover how to build robust AI agents using state machines and the Actor model alongside LLMs for reliable, observable multi-agent systems with clear state management.

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

Where AI is Superhuman - The Right Jobs to Automate with LLMs

Discover which jobs LLMs excel at and will disrupt entirely, plus strategic insights for founders and executives on where to invest in AI automation.

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

Building Enterprise LLM Agents That Work

Discover how to build scalable, fault-tolerant LLM agents for enterprise environments with the right frameworks, tools, and safety measures including human-in-the-loop systems.

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

How to Build AI Agents that Actually Work

Discover practical lessons from re-engineering a product for AI Agents from scratch, covering real-world challenges and solutions that led to a successful 2024 acquisition.

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

Personality Driven Development - Exploring the Frontier of Agents with Attitude

Explore how AI agents with unique personalities like Circuitrix and Hootie transform user engagement and adoption through anthropomorphic design and customizable personas.

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

Optimizing LLMs in Insurance with DSPy

Discover how DSPy revolutionizes LLM deployment in insurance by automating prompt and weight optimization, eliminating manual tuning challenges for efficient AI implementation.

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

Customized Production-Ready Inference with Open Source Models

Discover how to deploy and optimize open source models for production-ready inference with customization techniques from PyTorch core maintainer and Fireworks.ai CTO.

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

Claude Plays Minecraft - Building Autonomous AI Agents with AWS Serverless Technologies

Discover how AI transcends chatbots by building autonomous agents that reason, problem-solve, and act in Minecraft using AWS serverless tech and Claude 3 for real-world applications.

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

The Adversarial Path to the Personal Assistant - Building Private AI Assistants with Personal Data

Discover how to build a personal AI assistant that knows you by downloading your transaction data from major platforms to create immediate, personalized assistance without extensive user input.

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

Training Albatross - An Expert Finance LLM

Discover how to transform open-source models into domain-specific financial LLMs through continual pre-training, fine-tuning, and preference optimization for reliable task execution.

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

Accelerating Mixture of Experts Training With Rail Optimized InfiniBand Networking in Crusoe Cloud

Discover how rail-optimized InfiniBand networking accelerates mixture of experts training by reducing GPU communication hops and improving all2all performance in cloud infrastructure.

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

System Design for Next-Gen Frontier Models

Explore hardware requirements and system design challenges for next-generation frontier AI models with semiconductor industry insights from SemiAnalysis founder Dylan Patel.

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

Giving a Voice to AI Agents - Fundamental Principles and Best Practices for Voice AI Development

Explore voice AI evolution from simple commands to sophisticated conversational agents using LLMs, speech recognition, and synthesis for human-like interactions.

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

Unveiling the Latest Gemma Model Advancements

Discover Gemma and Gemini model capabilities, learn to build LLM applications using Google Cloud's Vertex AI with practical model tuning and deployment examples.

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

The GenAI Maturity Curve or You Probably Don't Need Fine Tuning

Discover when to use prompting vs fine-tuning in GenAI through the maturity curve framework, with concrete triggers to guide your AI development decisions.

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