Open Data Science Courses

What's Your Agent's GPA? A Framework for Evaluating AI Agent Reliability

Master AI agent evaluation using the Goal-Plan-Action framework and TruLens library to measure reliability, detect hallucinations, and improve tool usage through hands-on coding.

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

Integrating AI, AR, and Open Access at the Cleveland Museum of Art

Explore how the Cleveland Museum of Art integrates AI, AR, and open access to enhance visitor engagement while maintaining ethical standards and mission focus.

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

Orchestrating AI for Business Outcomes

Discover how to transform AI vision into orchestrated, observable, and governed systems that deliver measurable business results through strategic implementation and management.

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

MCP - The Missing Piece in AI Agent Workflows

Discover how Model Context Protocol (MCP) transforms AI agents by enabling dynamic contextual understanding and real-world task adaptation through live demos and practical examples.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

From 10 Terabytes to Zero Parameter - The LLM 2.0 Revolution

Discover how to build enterprise RAG/LLM systems from scratch without GPUs or deep neural networks, featuring real-time fine-tuning, hierarchical chunking, and efficient UI design.

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

Minimum Viable AI - Redefining How We Build Products

Discover how AI transforms product management through Minimum Viable AI concepts, avoiding AI washing, and building effective cross-functional collaboration with data science teams.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

How to Go From Raw Data to Actionable Context

Discover how to transform raw data into structured, agent-ready context using knowledge graphs and contextual retrievers to build smarter, more trustworthy AI agents.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Capturing Enterprise Intelligence in the Agentic Era

Discover how to scale AI agents safely in enterprise environments by encoding decision traces, workflow context, and organizational intelligence for true agent autonomy.

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

AI Agents vs. Workflows - Reality, Hype and What Actually Works

Explore practical differences between AI agents and workflows, when to use each approach, and how fine-tuning, evaluation, and tool design improve system reliability.

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

Build and Deploy an ADK Agent That Uses an MCP Server on Cloud Run

Discover how to build and deploy ADK agents with MCP servers on Cloud Run, transforming chatbots into powerful action-taking entities through standardized tool integration.

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

Engineering the Last Mile of AI - Integrating LLMs and Computer Vision into the Enterprise

Explore how to integrate large language models and computer vision into enterprise workflows that are reliable, compliant, and fast enough for regulated industries.

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

Context Engineering for AI Code Reviews with MCP, LLMs and Open-Source DevOps Tooling

Explore CodeRabbit's context-engineering architecture using MCP, LLMs, and open-source tools to deliver AI code reviews that detect race conditions, architectural issues, and bugs.

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

Coding with AI - Making the Most of AI-Powered Development

Discover systematic approaches to AI-assisted coding and learn productive engineering patterns to maximize efficiency beyond intuitive "vibe coding" methods.

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

Building Deep Agents - Architecture and Practical Implementation Tips

Discover how to build sophisticated AI agents capable of handling complex, long-term tasks with practical architecture insights and implementation tips from Harrison Chase.

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

Bridging Innovation and Practicality with Dell AI Factory and NVIDIA

Discover how Dell AI Factory with NVIDIA empowers enterprises to overcome AI challenges like skill gaps and security, moving from experimentation to production-ready deployments.

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