AI Engineer Courses

Building AI Agents that Actually Automate Knowledge Work

7 reviews

Discover how to build AI agents that truly automate knowledge work through powerful tools and tailored reasoning architectures for document-centric tasks.

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

Information Retrieval from the Ground Up

1 review

Explore decades of information retrieval research and learn how search engines form the foundation of RAG, enhanced by modern machine learning techniques.

• YouTube
• 1 hour 48 minutes
• On-Demand
• Free Video

How to Look at Your Data - Clustering Techniques and Data Analysis for AI Applications

1 review

Discover clustering techniques and data analysis methods to extract valuable insights from AI application conversation histories and create generative evaluations.

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

How to Build Trustworthy AI

Discover strategies for building trustworthy AI through security, safety, and alignment. Explore MLSecOps, AI red teaming, and runtime security to create explainable systems users can trust.

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

Remote MCPs - What We Learned from Shipping

Discover architectural decisions and authentication strategies for implementing remote MCP support in claude.ai and Anthropic API from an experienced engineer.

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

MCP - Origins and Requests For Startups

Discover MCP's latest updates and startup opportunities from Anthropic's Product Manager, covering Model Context Protocol developments and entrepreneurial insights.

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