Data Science Festival Courses

Love and Robots - Filtering Cheeky from Toxic with AI Content Moderation

1 rating

Explore AI's role in content moderation, distinguishing harmful from benign content through context-aware technology to foster genuine online connections.

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

Data Analytics Competitions: A Guide for Success

1 rating

Discover strategies for excelling in data analytics competitions, from understanding their unique nature to securing top positions using various statistical approaches.

• YouTube
• 16 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

Algorithms in an Analog Market - Ki's $1B Insurance Innovation

Discover how Ki transformed specialty insurance into a billion-dollar digital business using algorithmic underwriting, tackling unique data science challenges in traditional markets.

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

Iterative Experiments to Enable High Impact Releases in a Platform Business

Discover how iterative A/B testing transforms disappointing results into valuable insights for successful product releases through real-world case studies and strategic refinement.

• YouTube
• 38 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

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

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

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

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

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

Human-Agent Collaboration in Data Science and AI

Explore the evolving role of AI agents as collaborators in data science workflows, examining real-world successes, challenges, and future directions through Dr. Jason Hillary's research and implementation experiences.

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

Optimizing Search and Discovery Systems - Machine Learning Challenges and Solutions

Discover how Depop's search and ranking team tackles complex machine learning challenges while maintaining model reliability and enabling rapid feature development in a marketplace environment.

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

AI Ethics: From Theory to Practice - A Guide to Responsible Implementation

Explore practical approaches to AI ethics, from global landscape and regulatory frameworks to implementing ethical innovation in real-world data science applications.

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