AI Engineer Courses

Robotics - Why Now? Recent Progress in General Purpose Robotics

Discover why general purpose robotics is at a breakthrough moment through insights from Physical Intelligence researchers on large-scale learning algorithms and real-world AI applications.

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

Building an Agentic Platform - Technical Evolution of Metadata Extraction at Box

Discover how Box evolved from LLM-based extraction to agentic architecture for enterprise AI, overcoming challenges with unstructured data and unlocking scalable metadata extraction solutions.

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

Five Hard Earned Lessons About Evals

Discover five essential lessons for building robust AI applications through sophisticated evaluation engineering, context optimization, and model-agnostic architecture design.

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

Perceptual Evaluations - Evals for Aesthetics in AI and Generative Media

Explore the challenges of evaluating AI-generated aesthetics and media with Krea.ai's cofounder, covering human-centric metrics and rethinking evaluation methods for generative AI.

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

How BlackRock Builds Custom Knowledge Apps at Scale

Discover how BlackRock built a Kubernetes-native AI framework to rapidly deploy custom knowledge apps for investment operations, streamlining document extraction and automation workflows.

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

Form Factors for Your New AI Coworkers

Explore innovative UX patterns for AI systems as collaborative coworkers, covering invisible, ambient, inline, and conversational interfaces with real-world examples.

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

Fuzzing in the GenAI Era - AI System Evaluation and Quality Assurance

Explore fuzzing techniques for GenAI evaluation, moving beyond static datasets to simulate unexpected user inputs and uncover AI system vulnerabilities at scale.

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

Multi-Agent AI and Network Knowledge Graphs for Change Management

Explore how multi-agent AI and network knowledge graphs revolutionize change management workflows, improving ticket resolution efficiency and network testing accuracy through real-world case studies.

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

Wisdom-Driven Knowledge Augmented Generation at Scale

Discover how Wisdom-Driven Knowledge Graphs enhance AI systems beyond traditional RAG, enabling expert-level reasoning and quantitative analysis for smarter decision-making.

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

Vibe Coding with Confidence - AI Tools and Agents for Code Integrity

Discover how to implement AI-powered "vibe coding" in enterprise environments while maintaining code quality and development standards through multi-agent workflows and CLI tools.

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

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

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

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

On Engineering AI Systems that Endure The Bitter Lesson

Discover principles for building scalable, modular AI systems using DSPy framework, moving beyond conventional prompting to truly engineered solutions that endure.

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

Evals Are Not Unit Tests - Evaluating Non-Deterministic AI Systems

Discover how to evaluate non-deterministic AI systems effectively using evals, moving beyond traditional unit testing to build reliable AI applications with practical examples.

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

2025 is the Year of Evals! Just like 2024, and 2023, and … - Enterprise AI/ML Evaluation and Monitoring

Explore enterprise AI evaluation challenges and solutions, from pre-deployment testing to post-deployment monitoring, bridging practitioner needs with C-suite priorities.

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

AI Automation that Actually Works - $100M, Messy Data, Zero Surprises

Discover how to build reliable AI automation systems that handle messy data and deliver $100M+ business impact without surprising failures or expensive data cleanup efforts.

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