AI Engineer Courses

What Do People Use Open Models For? - Understanding the Open Weights Landscape

Discover the open weights AI landscape, exploring what models are downloaded, used, and their evolving applications from Featherless.ai's CEO perspective.

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

How to Improve Your Agents - Academic Literature Review

Explore academic literature to enhance AI agent performance through systematic research methods and evidence-based improvements for better productivity outcomes.

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

Tool Calling Is Not Just Plumbing for AI Agents

Explore how tool calling enables AI agents to connect systems, access data, and perform tasks effectively through well-designed APIs with proper authentication and security.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video