Data Science Festival Courses

From Code to Compliance - An Overview of AI Regulations for Data Practitioners

Explore AI regulations, standards, and responsible development practices to drive organizational value and foster innovation in the evolving regulatory landscape.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Practical Applications of Generative AI: Building a Chatbot for Document Q&A

Explore Retrieval Augmented Generation to build chatbots that answer questions about unseen documents, leveraging the power of Generative AI and Large Language Models.

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

How Tech Helps High Yield Lawyers Work More Efficiently - Shaking Off the Powersuit

Discover how modern tech and LLM integrations streamline legal debt document analysis, enhancing efficiency for high yield lawyers in leveraged finance.

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

Building RAG Systems with Mixed Numeric and Text Data - Workshop

Learn to build high-performing RAG systems by combining numeric and text data embeddings. Explore efficient retrieval techniques for LLMs and improve chatbot performance using an HR policy example.

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

Fraud Prevention in Online B2B Transactions

Discover cutting-edge fraud prevention strategies for B2B transactions, leveraging ML models, data infrastructure, and MLOps for enhanced precision and collaboration.

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

The Power of Knowledge Graphs and AI - A New Era for Developers and Data Scientists

Explore Knowledge Graphs and AI: Learn technical aspects, real-world applications, and future trends. Discover how to leverage these technologies for data harmonization and inference.

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

Haleon's LLM Translation Tool Development Story

Explore Haleon's journey in developing an LLM-based translation tool, from architecture to challenges, for efficient multilingual communication in a global company.

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

7 Learnings from Scaling a Data Science Product in PowerBI

Discover key insights on scaling data science products in PowerBI, focusing on AI-driven player experience personalization in the gambling industry.

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

Gender Bias in Machine Learning - Challenges and Solutions

Explore gender bias in AI, its impact on society, and strategies to address it in machine learning algorithms and data. Gain insights into creating fairer, more inclusive AI systems.

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

Automated Data Quality Checks for Big Datasets Using Machine Learning

Explore automated data quality checks for big datasets using Deequ, Spark, and ML techniques. Learn to enforce data reliability in real-time with practical examples from Amazon and Visa.

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

AI, Integrity and the Academy - Impact of Generative Tools in Higher Education

Explore the impact of generative AI tools on academic integrity, fairness, and equity in higher education. Discuss concerns, mitigations, and future directions.

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

Simple and Constrained LLM Agents - Building Controlled AI Systems for Production

Explore building simple, constrained LLM agents for fintech, balancing control and generalizability while mitigating risks in complex production ecosystems.

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

How to Increase Recycling Using Data Analytics

Explore data-driven strategies to boost electrical recycling through partnerships, awareness campaigns, and insights into overcoming barriers to recycling behavior.

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

Transforming Legal Science into Data Science - Preparing Tax and Legal Industry for AI Revolution

Transform legal and tax industries for AI revolution: learn change management strategies and overcome resistance to technological advancements in traditional sectors.

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

Navigating the AI Revolution: A Blueprint for Business Success

Develop a robust AI strategy for business success. Learn to identify opportunities, integrate solutions, and establish scalable infrastructure to transform operations and enhance customer experiences.

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