Data Science Festival Courses

Simple and Constrained LLM Agents - Building Controlled AI Systems for Production

Explore building simple, constrained LLM agents for fintech, balancing control and generalizability while mitigating risks in complex production ecosystems.

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

How to Increase Recycling Using Data Analytics

Explore data-driven strategies to boost electrical recycling through partnerships, awareness campaigns, and insights into overcoming barriers to recycling behavior.

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

Transforming Legal Science into Data Science - Preparing Tax and Legal Industry for AI Revolution

Transform legal and tax industries for AI revolution: learn change management strategies and overcome resistance to technological advancements in traditional sectors.

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

Navigating the AI Revolution: A Blueprint for Business Success

Develop a robust AI strategy for business success. Learn to identify opportunities, integrate solutions, and establish scalable infrastructure to transform operations and enhance customer experiences.

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

Accelerating Machine Learning Serving with Distributed Caches

Explore distributed caching strategies to optimize ML serving, reduce latency, and improve throughput in inference pipelines. Gain practical insights for implementation.

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

Turbocharge Your Machine Learning with Open Data

Explore the UK's open data landscape, its benefits, challenges, and applications to enhance machine learning projects and drive data-driven decision-making.

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

Boost Your Career as a Data Professional

Discover practical strategies to advance your data career, from finding mentors to identifying opportunities. Learn to make impactful decisions and leverage your position for professional growth.

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

7 Tips to Ensure Your Data Project Succeeds

Discover 7 crucial tips for successful data projects. Learn to overcome common pitfalls, exceed expectations, and deliver tangible business outcomes in big data initiatives.

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

Leveraging Databricks for Advanced Geospatial Analysis

Explore advanced geospatial analysis using Databricks. Learn to process spatial data at scale, integrate GIS with big data analytics, and utilize the H3 index for efficient grid-based operations.

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

Networks and Recommendation Systems

Explore graph-based recommendation systems, their transparent implementation, and real-world applications in this technical deep dive for data science practitioners.

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

Quantifying AI and What Comes Next - From Single Purpose to General Purpose

Explore the evolution of AI from single-purpose to general-purpose systems, drawing parallels with computing history and examining future implications through an entropic framework.

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

Explaining Explainability: An Interdisciplinary Approach to Communicate Machine Learning Outcomes

Explore an interdisciplinary approach to communicating machine learning outcomes through explainable AI, combining technical interpretations with socio-technical perspectives for enhanced understanding.

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

Making MMM Work for B2B Marketing

Explore B2B marketing strategies using Marketing Mix Modeling (MMM). Learn from Twilio experts about adapting MMM techniques traditionally used in B2C for B2B applications.

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

Improving Complex RAG Systems and Achieving No-Regret, Lightning-Fast Deployment Iterations of LLMs

Enhance RAG systems and deploy LLM applications rapidly using AWS lambda aliases. Learn to evaluate production systems and overcome LLM limitations for safer, faster iterations.

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

Building Profitable Models - Lessons from Marks and Spencer

Discover strategies for creating successful, profitable data models in supply chain and product lifecycle management, focusing on decision-making processes and forecast accuracy.

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