Data Science Festival Courses

To See or Not to See - Is AI at Its Best When People Know It's There?

Explore the ethical implications of AI transparency in online services, examining strategies from Reddit's open-source approach to Google's partial disclosure and their impact on user trust and engagement.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Seeing the Unseen - AI, Ethics and the Future of Transparency

Explore AI ethics, transparency, and societal impact with expert panelists. Discuss emerging dilemmas, legislation, and user experiences in AI development and implementation.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Causal Data Science in Retail - Understanding Supply Chain and Customer Behavior

Explore causal inference and Bayesian techniques in retail, focusing on supply chain, customer behavior, and promotion effects at M&S. Learn to answer "why" and "what-if" questions using machine learning.

• YouTube
• 58 minutes
• On-Demand
• Free Video

CRM Platform Migration - Data Engineering Journey and Value Unlocked

Explore the data engineering journey of CRM platform migration, focusing on personalization, cross-channel messaging, and offer optimization to enhance customer engagement and product development.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Customer Analytics: Hands-on Workshop with TIBCO Spotfire and Python

Develop customer analytics applications using Python and TIBCO Spotfire. Learn RFM segmentation, customer lifetime value, and market-basket analysis for actionable consumer insights across industries.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Decision Making: Why the Last Mile of Analytics Should Be Your First Priority

Discover why focusing on the last mile of analytics is crucial for improving decision-making and achieving better business outcomes in digital transformation initiatives.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Successfully Implementing the Key Elements of Data and Analytics Strategy

Discover key pillars of data analytics strategy, prioritize use cases, address implementation challenges, and drive adoption for organizational impact.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

From Zero to SOTA: Fine-Tuning BERT Using Hugging Face for World-Class Training Performance

Discover how to fine-tune BERT using Hugging Face and Graphcore's IPU for state-of-the-art NLP performance. Learn to accelerate AI development, optimize models, and leverage cloud platforms for efficient machine learning workflows.

• YouTube
• 1 hour
• On-Demand
• Free Video

Accelerating Data Intensive ML Applications with the Graphcore IPU

Explore how Graphcore's Intelligence Processing Unit accelerates AI development, focusing on BERT optimization and implementation using Spell's Cloud MLOps platform and HuggingFace tools.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Graphs and Transformers - Exploring the Next AI Frontiers

Explore the evolution of deep learning models, focusing on graphs and transformers as fundamental building blocks in modern AI architectures for natural language, protein research, and image generation.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Using MLflow and Databricks to Deploy ML Models in Production

Explore MLflow and Databricks for production ML model deployment. Learn end-to-end management, model tracking, and deployment strategies, plus Databricks' Feature Store and AutoML.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Advanced Techniques for Online Advertisement Spend Optimization

Explore advanced techniques for optimizing online ad spend using Reinforcement Learning, Bayesian statistics, and Thompson sampling to improve budget allocation and maximize returns.

• YouTube
• 1 hour
• On-Demand
• Free Video

Mission to Maturity: Deploying MLOps to Scale Machine Learning

Explore MLOps deployment for scaling machine learning at M&S, covering personalization and enterprise functions. Learn about ML maturity, testing, and monitoring for production-ready systems.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Computer Vision for Remote Inspections of Energy Assets

Explore how computer vision supports remote inspections in the energy industry, enhancing efficiency and reducing human error in maintaining vital energy infrastructure.

• YouTube
• 21 minutes
• On-Demand
• Free Video

How We Use Data to Better Position Ourselves in the Wholesale Energy Markets

Explore data-driven strategies in wholesale energy markets, from forecasting renewable generation to real-time trading applications, optimizing energy provision and balancing the grid.

• YouTube
• 23 minutes
• On-Demand
• Free Video