AI Engineer Courses

Realtime Voice AI - Full Workshop

Master building state-of-the-art voice AI agents with Pipecat's open source tools for natural conversations, customer support, and seamless backend integration.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Real World Development with GitHub Copilot and VS Code

Discover how VS Code and GitHub Copilot's AI features enhance development through live demos of code generation, chat planning, terminal commands, and custom instructions for real-world scenarios.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

State of Startups and AI 2025

Discover the current landscape and future trends of AI startups in 2025 through expert insights from Conviction's Sarah Guo at the AI Engineer World's Fair.

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

Hacking the Inference Pareto Frontier

Explore advanced techniques to optimize LLM inference systems, balancing cost, latency, and quality using NVIDIA's Dynamo framework and cutting-edge methods like disaggregation and speculation.

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

Vision AI in 2025

Discover the future of Vision AI technology and its transformative applications across industries in this lightning talk from Roboflow's expert.

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

Practical Tactics to Build Reliable AI Apps

Discover practical tactics to transform unreliable AI prototypes into production-ready applications with proven evaluation methods and real-world deployment strategies.

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

Vibes Won't Cut It - The Role of Context in Production-Grade Software Engineering

Discover why intuitive "vibe coding" fails in production environments and learn how proper context drives successful software engineering practices beyond just writing code.

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

Building Agents at Cloud Scale

Explore practical strategies for building and scaling AI agents in production environments, moving from local implementations to cloud-scale architectures with demos and real-world use cases.

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

Useful General Intelligence - Building AI Agents for Computer Tasks

Explore Amazon's approach to building AI agents that can reliably perform computer tasks, featuring Nova Act model and real developer workflows from the AGI SF Lab.

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

The 2025 AI Engineering Report

Discover key insights from the 2025 State of AI Engineering report, covering current trends, challenges, and opportunities shaping the AI engineering landscape today.

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

Agents vs Workflows - Why Not Both? Combining AI Development Approaches

Explore why the agents vs workflows debate misses the point and discover how to effectively combine both approaches for better AI system architecture.

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

Why We Don't Need More Data Centers - Sustainable AI Infrastructure Through GPU Marketplaces

Discover why endless data center expansion is flawed and explore GPU marketplace solutions for sustainable, democratized AI infrastructure that maximizes existing resources.

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

Infrastructure for the Singularity

Discover how AI agents are evolving from experimental tools to practical coworkers, exploring new infrastructure needs for RL training, test-time scaling, and deployment solutions.

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

Designing AI-Intensive Applications

Explore how AI engineering evolves as applications shift from 1:1 user-LLM ratios to 1:100+ intensive workflows, covering standard models and the SPADE framework for AI-heavy apps.

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

Reinforcement Learning, Kernels, Reasoning, Quantization and Agents - Full Workshop

Explore reinforcement learning fundamentals, kernel techniques, LLM quantization to 1.58-bits, and agent creation in this comprehensive AI workshop by Unsloth's founder.

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