AI Engineer Courses

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Architecting and Testing Controllable Agents

Master building reliable LLM-powered autonomous agents with LangGraph, covering tool calling, memory, planning, and comprehensive testing strategies using LangSmith.

• YouTube
• 2 hours 22 minutes
• On-Demand
• Free Video

Breaking AI's 1-GHz Barrier - Achieving High-Speed AI Inference

Discover how Groq aims to break AI's 1-GHz barrier and unlock next-generation software capabilities through ultra-fast inference speeds and revolutionary computing architecture.

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

Building and Scaling an AI Agent Swarm of Low Latency Real Time Voice Bots

Master building scalable AI agent swarms with sub-second voice interactions, covering speech-to-text, LLM integration, and handling millions of concurrent conversations.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

The Era of Unbounded Products - Designing for Multimodal IO

Explore how AI models and AR technology converge to create intuitive multimodal experiences, from past developments to future unbounded product design possibilities.

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

LLM Scientific Reasoning - How to Make AI Capable of Nobel Prize Discoveries

Explore how LLMs can achieve Nobel Prize-level scientific breakthroughs by connecting distant fields, using RAG systems and AI agents to spot novel relationships in complex research.

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

From Model Weights to API Endpoint with TensorRT LLM

Master TensorRT-LLM for high-performance model serving, from selecting models to building engines, setting batch sizes, and deploying on cloud GPUs in this hands-on workshop.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video