Data Science Festival Courses

Causal Modelling Agents - Augmenting Causal Discovery with Large Language Models

Explore innovative Causal Modelling Agents that combine LLMs with Deep Structural Causal Models for enhanced causal discovery, including applications in Alzheimer's Disease research.

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

Beyond Magic: How to Talk About Data Science with Non-Technical Audiences

Learn effective strategies for communicating data science concepts to non-technical audiences, improving collaboration, and promoting your work within your organization.

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

Using Data Marketplaces and Cross-Organizational Data Sharing to Enhance AI Model Value

Unlock AI model potential through data marketplaces and cross-organizational collaboration. Explore strategies for monetization, revenue generation, and building innovative use cases with shared data assets.

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

Advancing Personalized Medicine and Radiotherapy through AI-Enabled Computer Vision

Explore AI and computer vision's impact on medical imaging for personalized medicine and radiotherapy, covering research, tools, and real-world applications.

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

Breaking into Data Science from a Non-STEM Background in 6 Months

Discover how to transition from a non-STEM background to a proficient Data Scientist in just 6 months. Gain practical advice, strategies, and insights for an accelerated career pivot.

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

Advanced SQL: Top Tips for Dealing with Real-World Data

Level up SQL skills with advanced techniques for messy data, window functions, and arrays to tackle real-world analytics challenges effectively.

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

5 Pitfalls of Large Language Models in Production and How to Solve Them

Uncover challenges and strategies for managing Large Language Models in production. Learn to detect hallucinations, minimize risks, and optimize performance through continuous monitoring and AI observability.

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

Scaling Paid Marketing with Automation and Predictive Models

Discover strategies for scaling paid marketing through automation and predictive modeling, enhancing budget planning and optimization for improved marketing efficiency.

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

Better Photos - Leveraging Product Insights to Optimize Machine Learning Models

Explore advanced analytical techniques for optimizing photo selection in dating apps. Learn about statistical considerations, product insights, and impact on engagement and revenue metrics.

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

Data and ML Takeaways After One Year in Fraud Decision Making at Monzo

Explore key insights on data and machine learning in fraud detection from a Monzo ML scientist's year-long experience in digital banking.

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

Data Science in Programmatic Advertising - Exploring Pricing Strategies for Real-Time Bidding at Scale

Explore pricing strategies for real-time bidding in programmatic advertising, focusing on bid shading and supply path optimization to enhance ROI and campaign success at scale.

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

Deep Learning Forecasting and Image Data for Pet Care - A Better World for Pets

Explore advanced analytics in pet care, including deep learning forecasting for product manufacturing and image data analysis for understanding pet behavior and early detection of issues.

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

Climate Change Modeling with Limited Data: Strategies for Financial Risk Assessment

Explore narrative-based scenario analyses for climate risk assessment, combining empirical data and statistical models to support actionable advice on net-zero investment strategies.

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

The Case for Process Mining: How Data Scientists Can Dramatically Improve Business Operations

Discover how process mining can optimize business operations, uncover inefficiencies, and enhance compliance. Learn to leverage analytics for continuous improvement and operational health monitoring.

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

Society 5.0 - Assuring Privacy, Ethics, and Trustworthiness in an AI-Driven World

Explore privacy, ethics, and trustworthiness in Society 5.0's AI-driven world. Learn how data scientists can lead in creating a balanced, human-centered digital future.

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