Data Science Festival Courses

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

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

Build Context Aware AI Agents with Amazon Bedrock AgentCore and Snowplow Signals

Master building production-ready AI agents with Amazon Bedrock AgentCore and Snowplow Signals through hands-on deployment, memory management, and real-time personalization techniques.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

Optimizing EV Charging Stations - A Live Code-Along in Zerve

Dive into hands-on optimization by building an EV charging station placement system from scratch, learning heuristic search methods and real-world problem modeling techniques.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

From Ladders to Lattices - The Career Framework Your Data Team Can Actually Use

Discover how to build flexible career frameworks for modern data teams that span engineering, analytics, and AI roles beyond traditional management paths.

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

Beyond the Model - Inspiring Purpose and Belonging in Data Science Teams

Discover practical strategies for nurturing motivation and long-term engagement within data science teams through care, connection, and shared purpose.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video