Data Centric Courses

AI Deep Research Is Broken - This Tool Checks the Facts

Discover how AI hallucinations damage professional work and learn to use fact-checking tools to verify AI-generated research content safely.

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

Private LLM Server in 10 Minutes with vLLM for GDPR Compliance

Discover how to deploy a private LLM server using vLLM in under 10 minutes for GDPR-compliant enterprise automation without sending sensitive data to third-party APIs.

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

Why MCP Servers Are The Key To Real AI Agents in 2026

Discover how Model Context Protocol (MCP) servers standardize AI agent tool interactions, solving reliability issues and enabling commercial viability through structured communication.

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

Still Building Custom AI Agents? That Era Just Ended

Discover why the convergence of advanced AI models, enterprise clients, and MCP protocols signals the end of custom agent development and the start of workflow automation.

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

The "Smartest" AI Models Are Useless at Real Jobs - Why Exam-Style Benchmarks Fail to Predict Professional Performance

Uncover why top AI models fail at real professional tasks despite excelling on academic benchmarks, analyzing GDPVal research and the gap between exam scores and workplace performance.

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

Is Nvidia's AI Boom Built on Accounting Tricks?

Explore Michael Burry's $1B bet against Nvidia's AI boom, examining GPU depreciation accounting claims and whether hyperscalers are inflating earnings by $176B through 2028.

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

Deloitte Refunds $440k After AI Slop Disaster - How to Avoid AI-Generated Content Quality Issues

Discover how AI-generated content quality issues cost Deloitte $440k and learn practical fact-checking methods to avoid similar disasters in your organization.

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

If You Do It in a Browser - Claude Code + Skills + Playwright Can Do It Too

Discover how to automate repetitive browser tasks using Claude AI, Playwright, and custom skills to save 3+ hours weekly on lead generation and data scraping workflows.

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

How to Think About Memory in AI Agents

Explore memory architecture in AI agents with database expert Richmond Alake, covering context engineering, data flow optimization, and strategic memory placement principles.

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

Zero-Setup Recursive Language Models with Claude Code

Discover how to implement Recursive Language Models using Claude Code primitives with zero configuration - just install and start experimenting with recursive AI reasoning approaches.

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

I Built an Open-Source Rig That Measures Multi-Agent Architectures

Discover how to build and use an open-source measurement rig for evaluating multi-agent AI architectures, comparing performance against single-agent baselines and identifying scaling collapse points.

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

AI Agents Can Only Pick Two - Fast, Cheap, or Smart

Explore the inference trilemma with Doubleword's co-founder: why AI agents must choose between fast, cheap, or smart, and how batch processing cuts costs 50%+ for scalable AI.

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

You're the Bottleneck, Not the Agent - Rethinking AI Agent Engineering

Discover why experienced developers often become the limiting factor in AI agent development and learn to shift from over-engineering to effective testing and evaluation.

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

Building AI Agents - Simplifying Development with Meta Prompting and LangSmith

Master AI agent development with meta prompting, structured outputs, and LangSmith observability. Learn to create versatile, goal-oriented systems like Jar3d for efficient problem-solving and collaboration.

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

AI Agent for Deep Web Search with O1 Preview - Open-Source Alternative to Perplexity

Explore Jar3d, an open-source AI agent for deep web research using LangGraph and o1-preview. Learn its setup, capabilities in complex tasks, and advantages over traditional search engines.

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