Opening Keynote - Entrepreneurship and Investment in Technology
Gain insights from a seasoned tech entrepreneur and investor on creating opportunities for small investors and entrepreneurs in the evolving startup ecosystem.
There Is No Silver Bullet in Finding Product-Market Fit
Explore the emotional journey of finding product-market fit through Leanplum's story, including pivots and acquisition, with insights on idea validation and growth strategies.
Retail Media Science: From Measurement to Optimization
Explore retail media fundamentals, budget optimization techniques, and advanced marketing modeling approaches for effective measurement and optimization in the retail media landscape.
Leveraging AI to Create Healthier and Safer Online Communities
Explore AI strategies for combating online harm, addressing evolving adversarial behavior, and balancing safety with privacy in digital communities.
Maximizing Engagement Through Privacy-Preserving Content Recommendations
Explore innovative approaches to recommendation systems that maximize engagement while preserving user privacy, using reinforcement learning and semantic analysis techniques.
Maximizing Revenue: A Novel Approach to Optimizing Ad Strategy
Explore a novel approach to optimizing ad strategy for mobile apps, leveraging machine learning to maximize revenue without compromising user experience or in-app purchases.
Modelling the Business of Candy Crush - Data Science in Gaming
Explore data science's impact on gaming through large-scale automation and strategic decision-making, using Candy Crush as a case study for business modeling and optimization.
Building a Scalable Search Engine for Consumer Needs
Explore the creation of a scalable search engine using online machine learning systems for improved consumer experience and intent matching.
Geo Experimentation at ASOS - Measuring Advertising Effectiveness for Data-Driven Marketing
Explore geo-experimentation for measuring digital marketing impact. Learn ASOS's framework for evaluating campaign effectiveness across markets and channels using geographical regions as test units.
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.
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.
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.
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.
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.
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.
AI-Enabled Complex Phenomena in Creative Arts
Explore AI's role in harmonizing complex phenomena with creative arts, including fluid stylization techniques used in Disney-Pixar's "Elemental".
Solving Product Substitutions in Grocery E-Commerce Through Self-Supervised Machine Learning
Explore innovative self-supervised ML techniques for solving product substitution challenges in grocery e-commerce, improving customer experience and business metrics.
Obtaining Answers from Social Media Data Using Neural Databases
Explore neural databases leveraging NLP transformers to answer queries over text, freeing us from reliance on traditional database schemas for social media content analysis.
L'Oréal Canada's Bespoke Data Science Strategy Framework
Discover L'Oréal Canada's data science strategy framework. Learn to assess maturity, identify high-value projects, build ML teams, and implement effective practices in retail and e-commerce.
Optimizing Pinterest Shopping Recommendations for Purchases
Discover how Pinterest optimizes shopping recommendations across platforms to drive purchases using advanced AI techniques, item embeddings, and conversion models.