AI Engineer Courses

Your AI Agent Isn't an Engineer - The Art of Thoughtful Anthropomorphism

Explore the balance between making AI agents approachable and avoiding unrealistic expectations through thoughtful anthropomorphism strategies.

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

Reverse Conway's Law and GenAI - How Agents Will Take Over the Organisation

Explore how generative AI agents are reshaping organizational structures, workflows, and job roles, from basic copilots to potentially running entire businesses.

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

The LLM Triangle - Engineering Principles for Robust AI Applications

Master the LLM Triangle framework to build production-ready AI applications that overcome hallucinations, inconsistency, and scalability challenges through proven engineering principles.

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

Lessons from Building GenAI Based Applications

Discover practical strategies for integrating GenAI into applications while managing costs, validating outputs, and implementing chatbots to agents effectively.

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

Why People Think "Agent" Is a Buzzword but It Isn't

Discover why AI agents aren't just hype as Chip Huyen debunks misconceptions and reveals their true potential in this insightful keynote presentation.

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

The AI Developer Experience Doesn't Have to Suck - Why and How We Built Modal

Discover how Modal revolutionized AI infrastructure by abandoning Kubernetes and Docker to build a custom container system that prioritizes exceptional developer experience.

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

RAG at Scale - Production Ready GenAI Apps with Azure AI Search

Discover how to build production-ready GenAI applications using Azure AI Search's advanced RAG capabilities, featuring latest updates on storage, retrieval control, and re-ranking improvements.

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

AI Music Generation - From Prompt to Production

Explore AI music generation tools like Suno and Udio to create custom loops, samples, and full songs through hands-on practice with prompt engineering techniques and ethical considerations.

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

How to Build the World's Fastest Voice Bot

Discover how to build ultra-fast voice AI bots with 500ms response times using self-hosted speech processing, WebRTC routing, and optimized pipeline configurations for minimal latency.

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

Building an AI Assistant That Makes Phone Calls

Discover how to build an AI assistant that makes phone calls using Convex vector database, Google Cloud speech-to-text, GPT-4, Twilio, and audio streaming technologies.

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

LLM Quality Optimization Bootcamp - Fine-Tuning Open Source Models for Cost-Effective GenAI

Master fine-tuning open source models like Llama 3 for specialized tasks, achieving 60x cost reduction while matching proprietary model quality through dataset curation and production deployment.

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

Building Security Around ML - Adversarial Machine Learning Defense Strategies

Discover why adversarial ML attacks still outpace defenses after a decade and learn practical strategies to protect neural networks and multimodal LLMs from imperceptible input manipulations.

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

GitHub's AI Powered Security Platform - Advanced Security Features and GenAI Integration

Discover how GitHub integrates GenAI into Advanced Security features like code scanning, secret scanning, and supply chain security to enhance development workflows.

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

Insights from Snorkel AI Running Azure AI Infrastructure

Discover how Snorkel AI leverages Azure's NVIDIA GPU infrastructure for scalable ML experiments, from small projects to large distributed jobs with reliable monitoring.

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

Building LLM-Based Apps with Llama 3 at 1,000 Tokens per Second on the SambaNova AI Platform

Master building high-speed LLM apps with Llama-3 at 1,000 tokens/second using SambaNova's AI platform, LangChain, and RAG for enterprise question-answering systems.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video