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Things are Looking Good for a Return to In-Person Events with ODSC West
With ODSC West 2021 just two weeks away, many people are still contemplating how safe it is to go back to in-virtual events and conferences. COVID cases are dropping drastically in California, hitting their safest levels in months, making ODSC West a safe option for a... Read more
How to Implement AI Into Your Business at ODSC West
More and more businesses are making the move towards using automation, machine learning, and other artificial intelligence endeavors. As these businesses look towards changing and evolving, it’s important to learn how to properly implement AI in your business. At ODSC West 2021 coming up this November... Read more
Graph Representation Learning: From Simple to Higher-order Structures
Editor’s note: Mayank is a speaker for ODSC West 2021. Be sure to check out his talk, “Graph Representation Learning: From Simple to Higher-Order Structures,” there! Graphs and networks have become ubiquitous for describing “complex systems,” where it is not enough to just represent the elements... Read more
Final ODSC West 2021 Schedule Released – How Will You Spend Your Week?
ODSC West 2021 is just a few short weeks away! This November 16th-18th, with a virtual-only day 0 on the 15th, will feature a number of sessions, training sessions, talks, keynotes, and extra events that will cover everything under the data science and AI umbrella. Below,... Read more
Protect Your Company with the ML for Cybersecurity Track at ODSC West
The threat posed to both organizations and individuals by ransomware, malware, and trojan horses, among others, isn’t going away anytime soon. Fortunately, machine learning is helping us develop new tools and techniques for cybersecurity, from automation to threat detection, and more, to help us more effectively... Read more
Editor’s note: Xiang Ren, PhD is a speaker for ODSC West 2021. Be sure to check out his talk, “Teaching Machines through Human Explanations,” there! Neural models achieve strong performance in a wide range of NLP tasks, such as text classification, reading comprehension, summarization, etc., at the... Read more
Creating Word Clouds from Text
Word clouds are a useful visualization tool. They show the most frequent words in a text, where the relative size of the word correlates with frequency. This is an example word cloud: Word clouds are useful for at least two purposes: An initial exploration of text... Read more
Top 10 AI Companies Coming to the ODSC West AI Expo Hall
As ODSC West draws nearer, coming up this November 16th-18th, we’re focusing on the hot topics we know you’re looking for when attending one of our conferences—artificial intelligence being one of the biggest. We’ve got some great companies representing the AI Expo & Demo Hall, which... Read more
Forecasting with Cohort-Based Models
Editor’s note: Nicolai Vicol is a speaker for ODSC West 2021. Check out his talk, “Forecasting with Cohort-Based Models,” there! Cohort-based models are an alternative to time series models when it comes to forecasting of paid subscriptions TLDR on Cohort-Based Models A company offering subscriptions (e.g.... Read more
Batteries-Included Workflow Orchestration Tool: Flyte
Editor’s note: The authors are speaking at ODSC West 2021. Be sure to check out their talk, “Deep Dive into Flyte,” there! Machine learning (ML) has been deployed in the industry for over a few decades, but the tooling to support researchers and engineers in this... Read more