Open Data Science Courses

Building AI Agents is Data Engineering

Discover why building production-ready AI agents is challenging and explore architectural solutions to bridge the gap between demos and real-world systems.

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

Scaling Inference for Generative AI

Discover essential strategies for scaling generative AI inference including quantization, batching, caching, and system-level practices for production-ready performance.

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

Building, Deploying and Scaling Agents in Production

Discover how enterprises are moving beyond chatbots to implement autonomous agent systems that transform operations, drive efficiency, and achieve real-world impact in production.

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

Building and Deploying Your First Agent with Tools on ADK

Master building AI agents with Google's Agent Development Kit (ADK) to create intelligent systems that interact with external data, APIs, and perform goal-oriented tasks beyond text generation.

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

AI Safety - Near and Far

Explore how immediate AI harms and catastrophic risks can work together through unified research approaches and synergistic projects for comprehensive AI safety.

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

Approaches to AI Alignment

Explore fundamental questions about AI alignment: what it means for AI to be aligned and what values we should align AI systems to in this insightful discussion.

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

Entity Resolution to Empower Downstream AI Applications in Anti-fraud

Explore entity resolution techniques and multimodal agentic workflows to combat fraud using AI, covering real cases, tradecraft, open data sources, and BAML applications.

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

Multimodal Retrieval Augmented Generation RAG with Vector Databases

Explore multimodal RAG systems that combine text and images through contrastive learning, creating unified vector spaces for enhanced search capabilities and new use cases with Milvus vector database.

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

Preference Learning from Minimal Human Feedback for Interactive Autonomy

Explore techniques for training robots with minimal human feedback, focusing on reinforcement learning, active learning methods, and language-based corrections to overcome data collection challenges in robotics.

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

Optimizing RAG Pipelines for Financial Documents - A Production System Approach

Discover advanced RAG pipeline optimization strategies for financial documents, featuring Fitch Group's innovative solutions for handling high-similarity content, improved retrieval accuracy, and robust development environments.

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

LLM and RAG Evaluation Playbook for Production Apps

Master evaluation techniques for LLM/RAG applications to optimize accuracy, reduce latency, and ensure production readiness through monitoring and metrics analysis.

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

Beyond the Prompt - Architecting Reliable Enterprise LLM Agents

Discover how to architect scalable, safe LLM agents for enterprise environments with strategic framework selection, robust tool design, and human-in-the-loop safety measures.

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

The New Agentic Workflow - Empowering AI with Tools

Discover how to build modern AI agents using the Model Context Protocol (MCP) and Agent Development Kit, enabling secure tool integration for complex task automation.

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

LLMs That Think - Demystifying Reasoning Models

Explore how new reasoning LLMs like OpenAI's o1 and DeepSeek models achieve breakthrough performance on complex reasoning tasks and when to use them over traditional models.

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

Are Your APIs Ready for AI Agents? A 90 Day Action Plan

Discover a strategic 90-day playbook to transform your APIs for AI agents, covering clean documentation, automated workflows, and scalable infrastructure for intelligent automation.

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