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A Hands-On Introduction to Transfer Learning
Editor’s note: Tamoghna is a speaker for ODSC West 2022 this November 1st to 3rd. Be sure to check out his talk, “A Hands-on Introduction to Transfer Learning,” there! To learn a new task as we humans need not always start afresh but rather apply previously... Read more
Optimizing Product Rankings for Competing Business Objectives
Editor’s note: Ali Vanderveld is a speaker for ODSC West 2022 coming this November 1st-3rd. Be sure to check out her talk, “Optimizing Recommendations for Competing Business Objectives,” there! When customers search or browse for products at Wayfair, their experiences are shaped by algorithms developed by... Read more
Responsible AI is Not an Option. Here’s How You Can Achieve it
If you’re attending ODSC West you’re acutely aware of the fact that artificial intelligence (AI) is today widely used to inform and shape business strategies and services. You’re probably also aware that the decisions made by AI algorithms can appear callous and even careless. But it... Read more
MLOps for Musicians
Editor’s note: Akira is a speaker for ODSC APAC this September 7th-8th. Be sure to check out his talk, “MLOps for Musicians,” there! Just 5 years ago, thinking about how to deploy and reliably run AI models in a critical operation, known as MLOps, seemed like... Read more
Churn Data Science Strategy
Editor’s note: Carl Gold is a speaker for ODSC West 2022 this November 1st-3rd. Be sure to check out his talk, “Fighting Churn With Data,” there! Churn means that your customers cancel your service, or stop spending money on your site or app. Churn is the... Read more
A Solution for Monitoring Image Data
Editor’s note: Ray Reed is a speaker for ODSC APAC 2022 this September 7th-8th. Be sure to check out his talk, “Monitoring CV Systems: A Unique Solution to a Unique Problem,” there to learn more about monitoring image data. As machine learning ecosystems become increasingly complex... Read more
Machine Learning with Humans: Integrating Experts Into the Learning Process
Editor’s note: Adam is a speaker for ODSC Europe 2022. Be sure to check out his talk, “ML with Humans: Integrating Experts into the Learning Process,” there! Active learning is a process in which, as part of the machine learning workflow, experts are asked their opinion... Read more
Can Machine Learning Discover the Laws of Nature?
Editor’s Note: Yair Weiss, PhD is a speaker for ODSC Europe 2022 this June 15th-16th. Be sure to check out his talk, “Scientific Discovery and Unsupervised Disentanglement,” there! Johanne Kepler (1571-1630) was in some sense a tremendously successful data scientist. While many astronomers have worked hard... Read more
How to Tune a Model Using Feature Contribution and Simple Analytics
Editor’s note: Ori Nakar is a speaker for ODSC Europe this June 15th-16th. Be sure to check out his talk, “How to Tune a Model using Feature Contribution and Simple Analytics,” there! Tuning a model is a core element of a data scientist’s work. An important... Read more
Visually Inspecting Data Profiles for Data Distribution Shifts
Editor’s note: Felipe de Pontes is a speaker for ODSC Europe 2022 coming up June 15th-16th. Be sure to check out his talk, “Visually Inspecting Data Profiles for Data Distribution Shifts,” there! The real world is a constant source of ever-changing and non-stationary data. That ultimately... Read more