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10 AI Startups to Watch in 2022
The AI Startup Showcase at ODSC West is coming up fast, and we are so excited to showcase some of the leaders and innovators in the AI startups world. AI is changing the very fabric of our existence at home, at work, and everywhere in between,... Read more
Supplement Your Education with ODSC this Fall
The long, hot days of summer are coming to an end, and it’s time to turn our attention back to the goals we set for ourselves at the beginning of the year. If you still have a ways to go to meet your 2022 data science... Read more
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
How to Use Large AI Models at Low Costs
Editor’s Note: James Demmel, PhD and Yang You, PhD are speakers for ODSC West 2022 coming this November 1st-3rd. Be sure to check out their talk, “Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training,” there! The success of the Transformer models has pushed the... Read more
Deploy a Machine Learning Model in Seconds
Editor’s note: Abubakar Abid, PhD is a speaker for ODSC West this November 1st-3rd. Be sure to check out his talk, “A Practical Tutorial on Building Machine Learning Demos with Gradio,” there! Several years ago, when I built my first machine learning model to classify handwritten... 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
8 More Methods for Better Machine Learning at ODSC West
Many companies are now utilizing data science and machine learning, but there’s still a lot of room for improvement in terms of ROI. A 2021 VentureBeat analysis suggests that 87% of AI models never make it to a production environment and an MIT Sloan Management Review... 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
Introduction to Differential Privacy Concepts
Editor’s note: Veena is a speaker for ODSC West 2022 this October 31st to November 3rd. Be sure to check out her talk, “Introduction to Differential Privacy Concepts,” there! Differential Privacy (DP) presents a framework for a robust concept of privacy that provides mathematical rigor to... Read more