Data Science Festival Courses

AI Demand Forecasting: Building a Scalable Machine Learning System for Thousands of Products

Explore ASOS's journey in building a scalable AI demand forecasting system, addressing challenges in ML modeling, data processing, and integration for improved stock management.

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

Prompt Engineering - Chat with Confidence and Build AI Solutions

Discover best practices for prompt engineering, learn to chat confidently with LLMs, and explore AI solution examples in this introductory-level talk.

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

Can We Trust AI? Understanding and Training Virtual Assistants

Explore the importance of training virtual assistants, their potential pitfalls, and how to ensure AI reliability. Gain insights into effective AI interaction and learn to share your expertise with others.

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

How to Create a Product Catalogue Using AI - UNiDAYS Case Study

Explore AI-driven product catalogue creation at UNiDAYS, covering NLP/NER techniques, challenges faced, and decision-making processes for AI implementation in data processing.

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

Building Intelligent Systems with MoE, Multimodality, and Crowd of Agents

Explore advanced AI systems using MoE, multimodality, and agent crowds. Learn techniques for building composite intelligent systems beyond single algorithms or models.

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

Using Generative AI to Better Understand B2B Audiences - From Topic Modelling to Text Classification

Explore how Generative AI and LLMs enhance B2B audience understanding through topic modeling and text classification, improving data quality and audience interest analysis.

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

To Buy or Not to Buy: Predicting Shopper Behavior in Grocery Retail

Explore demand modeling in grocery retail: forecasting sales, diagnosing performance, and optimizing pricing strategies. Learn key requirements, challenges, and solutions in this high-level overview.

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

MLOps and LLMOps: From Prompt to Observability - Lecture 1

Explore MLOps, AI observability, and LLMOps integration. Gain insights on implementing AI stores for enhanced management and governance of traditional and generative AI solutions across organizations.

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

10x the Retrieval Quality of Vector Search - Enhancing Semantic Search and RAG Systems

Enhance vector search retrieval quality by encoding diverse information into single vectors, simplifying deployment and reducing post-processing needs.

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

Multimodal Generative AI Demystified

Explore multimodal generative AI's inner workings, key concepts, and practical applications for creating realistic multimedia experiences in this technical talk by NVIDIA expert.

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

Boost Your AI Projects with Unknown Data and Unknown Questions

Leverage data products, implement hybrid model deployment, and drive AI innovation by accessing unknown data with unknown questions for transformative advancements in your projects.

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

Causal Inference in Retail: An M&S Case Study

Explore causal inference techniques for understanding consumer behavior and improving customer lifetime value in retail, using Marks & Spencer as a case study.

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

Data Science in Economic Consulting - Use Cases in Regulations, Litigations, and More

Explore data science applications in economic consulting, focusing on regulations, litigations, and competition economics. Learn how advanced analytics transform decision-making and legal strategies.

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

Having Fun with Python: Originating and Processing Data for Innovative Visualization and Analytics

Extract and process data with Python to answer quirky questions and create innovative visualizations for data-driven insights.

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

Lessons from Launching an LLM Chatbot - CriteriaGPT for Mortgage Brokers

Explore insights from launching CriteriaGPT, a RAG-based chatbot for mortgage brokers. Learn strategies for implementing retrieval augmented generative applications across various domains.

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