GAIA Courses

Evaluating Retrieval-Augmented Generation Systems: Challenges and Practices

Explore current approaches to evaluating RAG systems, including frameworks, metrics, and key research questions for measuring performance of retrieval-augmented generation in this talk by Yue Liu from Modulai.

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

Creating Value for Sweden Through Earth Observation and Collaboration

Discover how RISE leverages Earth Observation data with AI and edge computing to address environmental challenges, showcasing projects in biodiversity monitoring, smart agriculture, and urban greening that position Sweden as a leader in sustainable innov…

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

How Time Series Forecasting Can Help Business Make Better Decisions

Discover practical insights into time series forecasting for business decisions, including data quality importance, EDA benefits, model selection considerations, multi-series relationships, and monitoring challenges.

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

Collaborative Anti-Money Laundering Using Federated Learning

Explore how federated learning can enhance anti-money laundering efforts through collaborative approaches, addressing data challenges and improving detection of sophisticated criminal tactics.

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

AI Meets Simplicity: A Success Story on Energy Efficiency in Real Estate

Discover how AI and simple analysis tools optimized energy systems in Swedish apartment buildings, reducing energy consumption by 10-15%, saving 180+ tons of CO2, improving temperature stability, and decreasing workload for technicians.

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

Transformative AI and Single-Cell Technologies Revolutionizing Healthcare

Explore how AI and single-cell technologies are revolutionizing healthcare through multimodal approaches to omics data, uncovering relationships between genes, RNA, proteins, and metabolites for improved disease understanding and treatment.

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

Deploying GenAI: Overcoming Challenges in Performance, Security, and Efficiency

Discover systematic approaches for deploying generative AI models on resource-constrained devices, balancing performance with hardware limitations through compression techniques and optimization strategies for real-world applications.

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

Building Resilient ML Pipelines for MLOps

Explore the disconnect between MLOps principles and their practical application in ML pipelines, with a vendor-agnostic roadmap for building resilient systems regardless of technology stack.

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

Automatic Generation of Care Plans for Cancer Patients

Discover how AI streamlines personalized care plans for cancer patients in Sweden, using LLMs to automate document creation while allowing healthcare professionals to focus on complex aspects rather than tedious writing tasks.

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

Our Four Biggest Mistakes Made When Working with AI in Marketing

Discover the four critical mistakes in AI marketing implementation, with insights on finding use cases, avoiding obsolete solutions, organizing for success, and leveraging AI for content creation.

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

Intelligence is Corporeal—Rethinking Design Through the Body

Explore how intelligence, aesthetics, and ethics are rooted in our physical existence, and the implications as AI begins to interact with our bodies in this thought-provoking examination of soma design.

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

Enterprise Adoption of LLM-Powered Multi-Agent Collaboration Systems

Explore how multi-agent collaboration systems leverage foundation models for complex problem-solving, with insights on architecture, prompting, evaluation, and responsible deployment in enterprise environments.

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

Scaling Zenseact's Stack Towards Autonomy on a Next-Generation DL Supercomputer

Explore how Zenseact leverages deep learning supercomputers to advance autonomous driving, using pseudo-annotations and self-supervised learning to reduce manual annotation while ensuring safety through neural simulation technologies.

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

Python, NLP and GPT for the Real World

Explore Python and GPT for building real-world NLP applications with insights into GPT family tree, enterprise architecture, and NLP applications in manufacturing, sales, marketing and legal.

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

AI at the Frontline: Transforming Defence in Unpredictable Environments

Explore how federated machine learning transforms defense operations by enabling decentralized, real-time model adaptation in dynamic environments while maintaining data security and operating under network constraints.

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