AI Engineer Courses

Mastering LLM Inference Optimization - From Theory to Cost Effective Deployment

Dive into LLM inference optimization covering GPU selection, KV Cache management, quantization, parallelism techniques, and cost-effective deployment strategies for production-grade systems.

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

LLM Safeguards - Security, Privacy, Compliance, and Anti-Hallucination

Discover essential LLM safeguards covering security, privacy, compliance, and anti-hallucination techniques with data scientist Daniel Whitenack in this practical 34-minute talk.

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

Cooking with Fire Without Burning Down the Kitchen - Balancing AI Innovation with Existing Business Needs

Discover how to balance rapid AI experimentation with existing customer needs, avoiding the Innovator's Dilemma while building next-gen prototypes without risking your current user base.

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

E-Values - Evaluating the Values of AI

Explore AI evaluation methods and their societal impact with industry leaders discussing innovative approaches, limitations of current systems, and practical steps for creating fairer AI.

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

Hiring and Building an AI Engineering Team

Discover strategies for recruiting and developing AI engineering teams from industry expert Dr. Bryan Bischof, Head of AI at Hex, covering team structure, hiring practices, and leadership insights.

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

AI Platform Engineering - Scaling AI Infrastructure and Governance Across Organizations

Discover how to scale AI engineering across organizations through platform teams, covering shared infrastructure, enablement strategies, and integration with existing SDLC workflows.

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

Real ROI - Lessons from Enterprises that have Already Succeeded with LLMs at Scale

Discover practical insights from AI leaders at major companies who've successfully deployed LLMs in production, covering team skills, RAG implementation, evaluation strategies, and agent success factors.

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

Understanding AI Stakes to Break Production Code

Explore how to overcome GenAI production roadblocks by understanding project stakes—from accuracy and cost to privacy, compliance, and safety considerations.

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

The ROI of AI - Why You Need an Evaluation Framework

Discover quantitative and qualitative frameworks to assess AI's true ROI in software development beyond the hype, with insights on metrics, value propositions, and future trends.

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

What It Actually Takes to Deploy GenAI Applications to Enterprises

Discover real-world challenges and solutions for deploying GenAI applications at enterprise scale, from LLM accuracy issues to infrastructure requirements.

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

Knowledge Graphs and GraphRAG - Techniques for Building Effective GenAI Applications

Master GraphRAG techniques to overcome GenAI hallucination challenges by integrating vector search with knowledge graphs for enhanced context and real-world applications.

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

Second Order Effects of AI

Explore how AI's second-order effects reshape music creation, user interfaces, and agent-focused development beyond immediate technological impacts.

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

Build an AI Research Agent with MongoDB and LangChain

Discover how to build an AI research agent using MongoDB, open-source LLMs, and LangChain to search papers, summarize findings, and answer research questions in this hands-on workshop.

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

The Multimodal Future of Education - Using AI to Combine Sounds, Images, and Videos for Learning

Explore how multimodal AI combines sounds, images, and videos to create innovative learning activities that foster critical thinking and creativity in education.

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

Productionizing GenAI Models - Lessons from the World's Best AI Teams

Discover practical insights from top ML teams on deploying GenAI models, covering LLM evaluation, dataset management, and optimization strategies for real-world production applications.

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