ODSC Speakers: Blogs, Articles, and Tutorials from Data Science Experts

A Hands-On Introduction to Transfer Learning

Blogs from ODSC Speakers Conferences Modeling West 2022posted by ODSC Community August 26, 2022

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

Blogs from ODSC Speakers Business + Management Conferences West 2022posted by ODSC Community August 23, 2022

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

Blogs from ODSC Speakers Conferences Modeling Responsible AI West 2022posted by ODSC Community August 23, 2022

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

Blogs from ODSC Speakers Conferences APAC 2022 MLOpsposted by ODSC Community August 16, 2022

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

Blogs from ODSC Speakers Business + Management Conferences West 2022posted by ODSC Community August 15, 2022

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

Blogs from ODSC Speakers Machine Learning Modeling APAC 2022posted by ODSC Community July 25, 2022

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

Blogs from ODSC Speakers Conferences Machine Learning Modeling Europe 2022posted by ODSC Community June 10, 2022

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?

Blogs from ODSC Speakers Machine Learning Modeling Europe 2022posted by ODSC Community June 7, 2022

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

Blogs from ODSC Speakers Modeling Europe 2022posted by ODSC Community June 6, 2022

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

Blogs from ODSC Speakers Modeling Europe 2022posted by ODSC Community June 2, 2022

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