GAIA Courses

AI Governance in a Changing Regulatory Environment

Explore global AI regulations and governance frameworks with Luis Martinez as he discusses compliance challenges, ethical considerations, and strategies for navigating the complex regulatory landscape of AI development.

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

AI as a Business - Operationalizing AI for Sustainable Value Creation

Explore the challenges and strategies of building successful AI businesses with Daniel Langkilde, as he discusses data moats, vertical vs. general solutions, explainability in regulated industries, and precision/recall sensitivity.

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

Keeping People and Society Safe: Using AI for Situational Awareness

Explore how AI enhances situational awareness in defense systems, focusing on using LLMs to efficiently process ship transponder data for security applications like smuggler identification.

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

Powering Grid Flexibility at Scale: Building a Global Forecasting Platform

Discover how Electricity Maps built a global forecasting platform using thousands of interconnected ML models to predict electricity grid conditions, enabling grid flexibility and accelerating decarbonization worldwide.

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

Collaboration is Revolutionizing Public Sector AI

Discover how collaborative approaches are transforming AI adoption in the public sector through Sweden's pioneering digital assistant initiative, addressing resource constraints, legal compliance, and data challenges.

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

The Art of Conversation: Designing Conversational User Interfaces

Explore best practices and challenges in designing conversational interfaces for AI chatbots in professional cybersecurity settings, focusing on transparency, accuracy, and adaptability to diverse user needs.

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

Pandas 2, Dask or Polars? Quickly Tackling Larger Data on a Single Machine

Explore Pandas 2, Dask, and Polars for efficient large data processing on a single machine. Compare features, performance, and ecosystem compatibility to choose the best tool for your research workflow.

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

Adapting Like Humans: Embodied AI Beyond Datasets and Domains

Explore embodied AI systems that adapt continuously across diverse contexts, mirroring human adaptability. Learn about real-time adaptation methodologies and their impact on AI robustness in real-world scenarios.

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

The Role of Data and AI in Farming

Explore AI's potential in revolutionizing farming, addressing economic and sustainability challenges, and shaping the future of agriculture through innovative technologies and data-driven solutions.

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

Breakthroughs in Image Generation - Latest Advancements and Future Trends

Explore cutting-edge image generation models, techniques, and tools. Discover how Stable Diffusion, MidJourney, LORA, ControlNet, and IPAdapter are revolutionizing content creation and impacting industries.

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

Information Leakage of Neural Networks

Explore information extraction attacks on machine learning models, their potential to compromise sensitive data, and strategies for mitigation. Gain insights into legal aspects and privacy-security-utility tensions.

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

Transforming Autonomous Driving with Large Language Models and Generative AI

Explore cutting-edge AI models LINGO and GAIA, revolutionizing autonomous driving with advanced language processing, visual interpretation, and realistic scenario generation for enhanced safety and decision-making.

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

Retrieval Augmented Generation for Threat Intelligence

Explore how Recorded Future built a retrieval augmented generation system using LLMs as an interface to their threat intelligence graph, addressing challenges in real-time data leveraging, reliability, and speed.

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

Do Chemformers Dream of Organic Matter? Evaluating Transformer Models for Synthesis Prediction

Explore transformer models for synthesis prediction in drug discovery, including challenges, comparisons, and performance in product and retrosynthesis prediction for pharmaceutical applications.

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

Building the Future: Exploring the Fact-based Realities of AI-Assisted Coding

Explore AI-assisted coding's realities, debunk productivity claims, and discover revolutionary technology for auto-generated code improvements. Learn to comprehend code in the AI age.

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