AI Engineer Courses

CI in the Era of AI - From Unit Tests to Stochastic Evals

Explore how continuous integration evolves with AI components, shifting from deterministic tests to stochastic evals that embrace uncertainty as a feature rather than a bug.

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

12-Factor Agents - Patterns of Reliable LLM Applications

Discover 12 engineering principles for building reliable, production-ready LLM applications that go beyond simple prompt-tool loops to create truly scalable AI agents.

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

MCP Is Not Good Yet - Implementation Pitfalls and Practical Advice

Discover practical insights on MCP implementation pitfalls and realistic expectations from Sentry's perspective on current AI tooling limitations.

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

Your Personal Open-Source Humanoid Robot for $8,999

Discover how to build and deploy affordable open-source humanoid robots with full-stack development from reinforcement learning to mass manufacturing at K-Scale Labs.

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

The Build-Operate Divide - Bridging Product Vision and AI Operational Reality

Bridge the gap between AI product vision and operational reality with frameworks for unified workflows, evaluation systems, and scalable deployment strategies.

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

New York Times' Connections - A Case Study on NLP in Word Games

Explore how AI algorithms tackle the NYT Connections puzzle through clustering, semantic mapping, and NLP techniques to build intelligent puzzle solvers.

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

Claude Code and the Evolution of Agentic Coding

Discover how Claude Code is transforming the coding landscape through agentic programming approaches and innovative UX design from Anthropic's technical team.

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

Breaking the Chain - Agent Continuations for Resumable AI Workflows

Discover how to build resilient AI agents using continuations to pause, migrate, and resume workflows seamlessly across platforms with human-in-the-loop controls.

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

Grounded Reasoning Systems for Cloud Architecture

Discover how to build reliable AI orchestration frameworks for enterprise architecture using LangGraph, Flyte, and AWS Bedrock with knowledge graphs for grounding and observability.

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

Why the Best AI Agents Are Built Without Frameworks - Primitives over Frameworks

Discover why top AI agents like Cursor and v0 use primitives over frameworks for speed and scale, with 8 practical architectures for building reliable agents handling 100M+ monthly runs.

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

GPU-less, Trust-less, Limit-less - Reimagining the Confidential AI Cloud

Explore confidential AI deployment in public clouds without GPU lock-in, featuring four hands-on demos of secure, verifiable infrastructure with on-chain guarantees.

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

The Agent Native Company - Building Businesses Around AI Agents

Discover how to build an agent-native company with AI at its core, transforming operations, culture, and hiring for 10x impact in lean teams.

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

Buy Now, Maybe Pay Later - Dealing with Prompt-Tax While Staying at the Frontier

Discover tactics for managing prompt breakage and rapid model migrations while shipping agentic AI products, featuring real-world lessons from 18 months of frontier LLM deployment.

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

Text-to-Speech Data Preparation and Fine-tuning Workshop

Master text-to-speech model training using Sesame's CSM-1B by preparing data from YouTube videos, fine-tuning techniques, and evaluation methods in this hands-on workshop.

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

The Knowledge Graph Mullet - Trimming GraphRAG Complexity

Discover how combining property graph interfaces with RDF triple storage creates optimal foundations for GraphRAG systems using Dgraph database and AI Agents.

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