Data Science Festival Courses

Data Curation for Open Source LLM Fine-Tuning

Explore data curation challenges and strategies for fine-tuning open source LLMs, focusing on dataset quality and iteration techniques for improved results.

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

Fraud Models in the Energy Sector - Using AI for Smart Meter Theft Detection

Explore AI-driven fraud detection for smart meters in the energy sector, focusing on energy theft prevention and consumption monitoring techniques.

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

Leveraging GANs for Building Synthetic Data

Explore GANs for synthetic data generation to overcome data scarcity, preserve privacy, and enhance machine learning model training across various domains.

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

MLOps in Financial Services: Forecasting Balances and Model Deployment

Unlock MLOps potential in finance: master balance forecasting, explore time series packages, and learn production deployment tips for optimized processes and elevated performance.

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

Forecasting in Advertising: From Trillions of Impressions to Key Metrics - The Trade Desk Approach

Explore forecasting challenges in advertising and learn how The Trade Desk overcame them, creating a rapid, trustworthy system for clients in seconds.

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

Supply Path Optimization: A Bayesian Approach to Take Rate Estimation

Explore Bayesian approaches to bid shading and supply path optimization in programmatic advertising, enhancing pricing strategies and ROI for more effective real-time bidding campaigns.

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

The Challenges of Engineering Data Science

Explore the unique challenges and perspectives of engineering in data science through insights from industry experts.

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

Using Causal Inference to Increase a FinTech's Customer Acquisitions

Explore causal inference techniques to optimize customer acquisition strategies in FinTech, focusing on reducing disengagement during onboarding and improving contact timing.

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

Integrating Computer Vision and NLP for Smart Property Tagging

Discover how Computer Vision and NLP create 'smart tags' for efficient property searches, enhancing user experience and streamlining data processing in real estate.

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

Introduction to Quantum Computing and Quantum Technology

Explore quantum computing fundamentals, mechanics, advantages, and applications in various industries. Gain insights into quantum machine learning for data science.

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

Visual Design - Do Not Let Data Be Your Cul-de-sac

Learn best practices for creating clean, aesthetic data visualizations to aid business understanding, tell compelling stories, and drive sustainable decisions.

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

Employing Computer Vision in Digital Asset Management

Explore how Haleon leverages computer vision and cloud tech to enhance digital asset management, improving metadata extraction and searchability for marketing materials.

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

Right Tool, Right Job - Using Data Science to Solve Payment Problems

Explore data science techniques for identifying revenue opportunities, managing risk, and ensuring smooth operations in payment technologies and partnerships.

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

A Startup in a Scaleup: An Insight into Business Banking at Monzo

Explore how data science and experimentation drive innovation in business banking, supporting startups and small businesses on their growth journey.

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

Experimenting with Customer Support Operations

Explore challenges and solutions for conducting product experiments in customer support, focusing on overcoming complexities in operational settings.

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