AI Engineer Courses

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

Cognitive Shield - Real Time AI Defense Against Financial Fraud

Discover how AI transforms from financial fraud weapon to powerful defense through Cognitive Shield's three-level system featuring real-time deepfake detection and graph intelligence.

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

Arrakis - How to Build an AI Sandbox From Scratch

Discover how to architect secure MicroVM-based sandboxes for AI code execution, featuring backtracking support and essential infrastructure for next-generation AI agents.

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

The Current State of Browser Agents

Discover the real capabilities of browser agents through Web Bench, a rigorous benchmark testing 450+ websites for practical tasks like data extraction and form filling.

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

Rust is the Language of the AGI - Building an Agentic Framework for Rust Code Generation

Explore how Rust's static typing makes it ideal for AI coding through the open-source Rust Coder project, featuring agentic frameworks and real-world results from 1000+ students.

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

Agentic Enterprise - What Your CEO Must Know About AI

Discover how AI agents will transform large organizations, addressing CEO concerns, workflow optimization, and why context matters more than data in the enterprise AI revolution.

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

The Coherence Trap - Why LLMs Feel Smart But Aren't Thinking

Uncover why LLMs feel intelligent despite lacking true reasoning through coherence reconstruction theory, exploring hallucinations, prompt mechanics, and implications for AI tool design.

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

Luminal - Search-Based Deep Learning Compilers

Discover how Luminal uses search-first compilation to automatically find efficient deep learning kernels like flash attention for CPUs, GPUs, and ASICs.

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

7 Habits of Highly Effective Generative AI Evaluations

Discover the 7 essential habits for building robust generative AI evaluation frameworks based on analysis of 100+ real-world projects by an AWS Principal Applied AI Architect.

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

MCP Agent Fine-Tuning Workshop

Master MCP agent fine-tuning by generating high-quality reasoning traces, training Qwen3 models with unsloth, and running fine-tuned agents with browser automation capabilities.

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