AI Engineer Courses

Building AI Agents that Actually Automate Knowledge Work

7 ratings

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
• Self-Paced
• Free Video

Information Retrieval from the Ground Up

1 rating

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
• Self-Paced
• Free Video

AI Changes Nothing - Why Product Success Still Requires Human Ingenuity

Discover why AI doesn't solve core product challenges like marketing, user onboarding, and retention - learn what actually drives product success beyond the AI hype.

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

GLM 4.6 - What We Learned From 100 Million Open Source Downloads

Discover the technical secrets behind GLM 4.6's success, from 15T token data recipes to SLIME RL framework, achieving GPT-4o performance in open-source AI development.

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

Shipping AI That Works - An Evaluation Framework for Product Managers

Master rigorous evaluation strategies for LLM-powered products, moving beyond gut-feel checks to concrete, repeatable methodologies that build trust and ensure consistent AI quality.

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

How Claude Code Works - Deep Dive into Architecture and Implementation

Uncover Claude's code generation architecture through independent analysis of its simplified "Master Loop" approach, tool implementation, and production engineering capabilities.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

METR's Benchmarks vs Economics - The AI Capability Measurement Gap

Explore why AI models excel on benchmarks but fail to boost real-world developer productivity, examining METR's time horizon methodology and the gap between lab performance and field results.

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

Small Bets, Big Impact - Building GenBI at a Fortune 100

Discover how to build AI transformation through incremental, fundable projects at Fortune 100 companies, featuring Northwestern Mutual's GenBI analytics copilot development strategy.

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

Autonomy Is All You Need - AI Agents and Software Creation

Explore AI agent autonomy in software creation, covering automatic testing, context management, and parallelization models for non-technical users seeking fully autonomous development.

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

From Vibe Coding to Vibe Engineering

Explore how AI transforms web development from syntax-driven coding to collaborative "vibe engineering" with large language models, reshaping frontend development's future.

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

Moving Away from Agile - What's Next for AI-Enhanced Software Development

Discover how enterprises can transform software development beyond Agile by reimagining team structures, operating models, and AI integration for maximum value capture.

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

AGI: The Path Forward

Discover Poolside's vision and roadmap for achieving AGI-level capabilities in knowledge work through their CEOs' first public conference demonstration.

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

Developer Experience in the Age of AI Coding Agents

Discover how to future-proof developer experience for AI coding agents through standardized environments, native APIs, deterministic validation, and structured systems design.

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

Continual System Prompt Learning for Code Agents

Discover how to build coding agents that automatically learn from your team's feedback and PR reviews, using RL techniques to continuously improve system prompts without retraining models.

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

Amp Code - Next Generation AI Coding

Discover Amp Code's revolutionary AI-powered development approach with terminal UI, agent architecture, and innovative solutions to context exhaustion challenges in modern coding workflows.

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