Data Science Festival Courses

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

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

Career Trekking across the Data Landscape

Discover practical frameworks and industry insights to navigate your data career journey, whether pivoting, advancing, or future-proofing your professional path.

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

Structuring Unstructured Text Using Generative AI for Information Extraction

Discover effective techniques for extracting structured information from natural language using generative AI, with focus on transformer models, constrained generation, and data preprocessing methods.

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

Managing Connected Car Data Flows with Streaming Architecture at Toyota

Dive into Toyota Connected Europe's advanced data streaming architecture, exploring how Kafka, Flink, and MQTT handle real-time connected vehicle data for innovative automotive services and seamless user experiences.

• YouTube
• 52 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

Actionable AI Models for Predicting Patient Risk in Chronic Obstructive Pulmonary Disease

Discover how AI models are revolutionizing COPD patient care through risk prediction, from development to real-world clinical implementation, featuring insights on model deployment, monitoring, and integration challenges.

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

Everything You Know About Your Customers Will Soon Be Wrong - How AI Is Transforming Consumer Behavior

Explore how AI's impact on consumer behavior requires a fundamental rethink of marketing strategies, moving beyond current optimization to prepare for radically different future purchasing patterns.

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

Moving from Offline to Online Machine Learning with River

Discover how to transition from batch processing to real-time stream processing in machine learning, focusing on River's capabilities for incremental learning and model adaptation.

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

Using Generative AI and Python to Remove PII from Data with Amazon Bedrock

Master AWS Bedrock and Python implementation for automated PII removal in data using generative AI models through practical demonstrations and architectural insights.

• YouTube
• 37 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 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