All Things Open Courses

Scaling Large Models with Model and Data Parallelism: Techniques, Tradeoffs, and Best Practices

Explore techniques for efficiently training and serving massive AI models through model and data parallelism, including partitioning strategies, performance benchmarks, and practical tradeoffs for balancing accuracy, speed, and costs.

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

Let's Talk About LLM Evaluations

Explore the methodologies and importance of evaluating Large Language Models with AI CIO John Willis in this insightful 31-minute talk from All Things Open AI 2025.

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

Sneaky Ways to Integrate GenAI for Real-World Impact

Discover practical strategies for integrating GenAI into existing applications without becoming an AI expert. Learn how to create subtle yet powerful enhancements that elevate user experiences through real-world examples and demos.

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

AI Lightning Talks: Grant Writing, Protein Prediction, Observability, Responsible AI, and Local Agents

Explore five lightning talks on AI applications: grant writing, protein prediction, observability, responsible AI, and an open source AI agent, presented at All Things Open.

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

Search in the AI Era: How Semantic Search and Agentic AI Are Revolutionizing Information Discovery

Explore how large language models are transforming information discovery through semantic search and agent-based systems, with insights on natural language understanding, personalized experiences, and the future of AI-powered search.

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

AI Governance: Mitigating Risks in the Enterprise

Discover the essential components of a comprehensive AI governance program for enterprises, from regulatory compliance to ethical considerations and ROI optimization, with insights from Fidelity Investments.

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

Hacking AI - How to Survive the AI Uprising

Discover techniques for data bias, image perturbation, and jailbreaking to counter AI systems in this accessible talk about emerging defense mechanics against artificial intelligence.

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

A Truly Community-based Open Source LLM and What It Can Do for Your Business and the Open Community

Discover how InstructLab, an open source project by IBM and Red Hat, enables businesses to control their AI by creating tuning for base models without sharing sensitive data, ensuring transparency and security in AI implementation.

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

Unleashing the Power of LLMs: Revolutionizing Drug Safety and Business Automation with Multi-Agent AI

Explore how LLMs transform drug safety and business processes through multi-agent AI systems, with case studies on chatbots, database searches, and guidelines for trustworthy AI implementation in regulated environments.

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

Hallucinations, Prompt Manipulations, and Mitigating Risk: Putting Guardrails around your LLM-Powered Applications

Discover strategies for mitigating LLM risks through guardrails, including pre-processing techniques against prompt manipulation, output evaluation methods, and open-source frameworks demonstrated in real-world applications.

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

Build GCP Certification Tutor with Gemini, LangChain and Vector Search

Discover how to build an AI-powered GCP certification study companion using Vertex AI with Gemini, LangChain, and Vector Search, covering embedding generation, vector storage, and prompt engineering techniques.

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

You Don't Need an AI Strategy, But You Do Need to Be Strategic About AI

Discover how to align AI with your business strategy rather than creating a standalone AI strategy. Learn to evaluate AI opportunities through clear value metrics, unique data usage, and meaningful business impact.

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

Hallucinations, Prompt Manipulations, and Mitigating Risk: Putting Guardrails around your LLM-Powered Applications

Discover effective strategies for mitigating LLM risks through guardrails, including pre-processing techniques against prompt manipulation, output evaluation methods, and open-source frameworks demonstrated in real-world applications.

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

Agentic AI for Developers and Data Scientists - Build an AI Agent in 10 Lines of Code

Discover how to build a functional data science AI agent using just 10 lines of Python code, exploring GPU integration, open-source libraries, and the latest LLM technologies.

• YouTube
• 1 hour 47 minutes
• Self-Paced
• Free Video

Building Secure and Scalable Applications with Open Source Large Language Models (LLMs)

Discover how to build secure AI applications using open-source LLM tools, focusing on data privacy, scalability, and local deployment while maintaining complete control over the prompt chain and development process.

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