Data Science Festival Courses

Unlocking Retail Success: How AI, Machine Learning and Optimization Are Transforming Personalization

Discover how AI, machine learning, and optimization techniques can revolutionize retail personalization, balancing enhanced customer experiences with business profitability through data-driven approaches.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Responsible AI by Design: A Non-Negotiable

Discover OVO's approach to responsible AI by design, focusing on risk-centered strategies at every level, from project triaging to data point evaluations, to ensure ethical AI implementation across business operations.

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

Shifting Left: Getting Your Data Earlier, Smarter and Cheaper

Discover how to streamline data processing by bringing offline workloads closer to online systems, reducing complexity and boosting efficiency. Learn the 5Ws and 1H framework to transform your data infrastructure for faster insights and unified data expe…

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

Unlocking A/B Testing for B2B - Advanced Techniques for Small Sample Experimentation

Explore advanced A/B testing techniques for B2B environments, tackling small samples, skewed data, and complex metrics with stratified sampling and winsorization methods.

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

AI is the Future - But is Your Data Stuck in the Past?

Discover how to evaluate your data systems and overcome obstacles preventing AI adoption, with practical strategies for modernizing legacy processes and building future-proof architectures.

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

How to Approach an Understand Analysis - Data-Driven Decision Making Techniques

Master the essential "Understand" analysis process for data-driven decisions, from hypothesis framing to stakeholder presentation with practical techniques from Meta expert.

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

Unmasking Bias in AI - Challenges, Consequences, and Better Practices

Explore practical AI bias challenges through real-world examples like ChatGPT and Whisper, learning actionable strategies to detect, prevent, and mitigate bias for fairer systems.

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

Removing Barriers - How You Can Unlock Your Potential and Accelerate Your Career in AI and Tech

Unlock strategies to overcome AI industry barriers, build technical confidence, and identify high-impact opportunities to accelerate your tech career in an evolving landscape.

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

Causal Inference - How We Are Applying Causal Methods in Retail Data Science, Key Tips and Learnings

Discover how to apply graphical causal inference methods in retail data science to answer cause-and-effect questions beyond correlation, with practical tips from dunnhumby's experience.

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

Building a Model Factory - A Scalable Approach to Operationalizing Machine Learning

Discover how to build a scalable Model Factory framework for operationalizing machine learning, featuring feature stores, drift monitoring, and real-world RevOps insights.

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

Euroleague Basketball Analytics with Python, Knowledge Graphs and Simulations

Explore European basketball analytics using Python to extract Euroleague data, build knowledge graphs for player insights, and create simulation frameworks for team performance modeling.

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

Unlocking Open Banking - From Underwriting to Retail Insights and Market Research

Explore how Open Banking data transforms underwriting, customer insights, and market research to drive better business decisions and unlock new opportunities.

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

Foundations of Data Quality Management and Governance

Grasp the core principles of data quality and governance, understand poor data's real-world impact, and build diagnostic skills through guided exercises.

• YouTube
• 1 hour 43 minutes
• Self-Paced
• Free Video

Data Privacy, AI Regulation, and Beyond: Legal Essentials for Data Scientists

Discover practical approaches to supply path optimization, balancing cost-performance trade-offs, and scaling models for real-time data processing in advertising technology.

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

Building Your First LLM App into Production at a Traditional Industry

Discover the practical journey of implementing LLM applications in traditional industries, from concept to production, including cost estimation, business impact, and strategies for overcoming user adoption challenges.

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