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

Job Hunting - A Guide for the Neurodivergent

Discover practical job hunting strategies tailored for neurodivergent individuals, including tips for managing applications, interviews, and accommodations without overwhelming your executive function.

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

Adventures in RAG: Practical Lessons from Deploying Retrieval-Augmented Generation Systems

Explore real-world insights into implementing Retrieval-Augmented Generation (RAG) systems for social care, covering challenges, solutions, and practical deployment strategies.

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

Leveraging Kubernetes for Scalable and Cost-Effective ML Serving on AWS

Discover how to optimize ML infrastructure using Kubernetes on AWS, focusing on scalability, reliability, and cost-effectiveness through real-world implementation strategies and solutions.

• YouTube
• 51 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

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

Explore key legal challenges for data scientists in 2025, from privacy regulations to IP issues in AI, with practical compliance strategies and expert guidance.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Leading as a Data Professional - Overcoming Service-Oriented Roles and Taking Leadership

Discover how to transition from service-oriented data work to leadership roles, gaining recognition and securing your seat at the decision-making table.

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

Beyond the Buzzword - Building a Truly Data Driven Organization

Discover practical strategies for building genuinely data-driven organizations through real-world examples from Wise, covering AI, ML, and personalization beyond buzzwords.

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

Cooking with Data - How We Built ML Models to Power FEAST

Discover how The Guardian built ML models to extract structured data from recipe articles, covering NLP techniques, ingredient recognition, and balancing automation with editorial input.

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

Causality - Mental Hygiene for Data Science

Explore causal inference fundamentals and learn how "causal thinking" through DAGs enhances data science rigor, shifting focus from prediction to understanding "what if" scenarios.

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

Making Generative AI Useful for Enterprises: From Research Ideas to Deployment

Explore how to identify and implement the most impactful generative AI research ideas for enterprise applications, beyond academic labs and into real-world deployment.

• YouTube
• 48 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

Chaos to Clarity - Predictive Dashboards for Smarter Real Estate Decisions

Master predictive analytics in real estate using Microsoft Fabric, Power BI, and Azure Synapse to build dashboards that forecast property demand, rental trends, and market growth opportunities.

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

Fundamentals of Building Generative AI Services

Discover how to productionize generative AI models, covering serving, concurrency, streaming, security, optimization, testing, and deployment patterns for scalable AI services.

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