Data Science in Programmatic Advertising - Exploring Pricing Strategies for Real-Time Bidding at Scale
Explore pricing strategies for real-time bidding in programmatic advertising, focusing on bid shading and supply path optimization to enhance ROI and campaign success at scale.
Data and ML Takeaways After One Year in Fraud Decision Making at Monzo
Explore key insights on data and machine learning in fraud detection from a Monzo ML scientist's year-long experience in digital banking.
Better Photos - Leveraging Product Insights to Optimize Machine Learning Models
Explore advanced analytical techniques for optimizing photo selection in dating apps. Learn about statistical considerations, product insights, and impact on engagement and revenue metrics.
Scaling Paid Marketing with Automation and Predictive Models
Discover strategies for scaling paid marketing through automation and predictive modeling, enhancing budget planning and optimization for improved marketing efficiency.
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.
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.
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.
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.
Bridging Metrics with Humanity: Empowering Teams and Engaging Clients through Data Visualization
Explore data democratization strategies and storytelling techniques to empower teams and engage clients through effective data visualization, driving innovation and business impact.
Building Profitable Models - Lessons from Marks and Spencer
Discover strategies for creating successful, profitable data models in supply chain and product lifecycle management, focusing on decision-making processes and forecast accuracy.
Making MMM Work for B2B Marketing
Explore B2B marketing strategies using Marketing Mix Modeling (MMM). Learn from Twilio experts about adapting MMM techniques traditionally used in B2C for B2B applications.
Turbocharge Your Machine Learning with Open Data
Explore the UK's open data landscape, its benefits, challenges, and applications to enhance machine learning projects and drive data-driven decision-making.
Accelerating Machine Learning Serving with Distributed Caches
Explore distributed caching strategies to optimize ML serving, reduce latency, and improve throughput in inference pipelines. Gain practical insights for implementation.
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.
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.
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.
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.
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.
How Can We Define the Value of Open Source Work?
Explore economic, social, and operational models for measuring open source value to justify investment and support continued development.
Towards Industrial AI Governance Inspired by OSPO - A Primer
Explore industrial AI governance inspired by Open Source Program Offices, drawing parallels between AI and open source software management in corporate settings.
How We Built GLIDE - A Highly Reliable Multi-language Client for Valkey and Redis OSS
Explore GLIDE's design for connecting applications to Valkey and Redis OSS-compatible services. Learn about its development and benefits for operational excellence.