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9 Reasons Why Your Boss Wants You at ODSC West 2023
Conferences are a great way to build new skills, connect with far-flung peers, gain new insights, and, of course, have some fun. Even better, attending conferences is not only good for you, it can benefit the whole company. Here are some of the reasons why your... Read more
GraphReduce: Using Graphs for Feature Engineering Abstractions
Editor’s note: Wes Madrigal is a speaker for ODSC West this October 30th to November 2nd. Be sure to check out his talk, “Using Graphs for Large Feature Engineering Pipelines,” there to learn more about GraphReduce and more! For readers who work in ML/AI, it’s well... Read more
Here are the First Speakers for the AiX Business Summit This Fall
Recently, we formally announced that the Ai X Business and Innovation Summit – co-located with ODSC West this October 31st & November 1st – will be changing up the formula from what we normally do. This year, we plan to focus on not just taking advantage... Read more
Saturn: A New Approach to Training Large Language Models & Other Neural Networks
Editor’s note: Kabir Nagrecha is a speaker for ODSC West 2023 this Fall. Be sure to check out his talk, “Democratizing Fine-tuning of Open-Source Large Models with Joint Systems Optimization,” there! Model scale has become an absolutely essential aspect of modern deep learning practice. The success... Read more
Simplifying Time Series Analysis for Data Scientists
Editor’s note: Jeff Tao is a speaker for ODSC West 2023 this Fall. Be sure to check out his talk, “What is a Time-series Database and Why do I Need One?” there! Most data scientists are familiar with the concept of time series data and work... Read more
Representation Learning on Graphs and Networks
Editor’s note: Dr. Petar Veličković is a speaker for ODSC West 2023. Be sure to check out his talk, “Representation Learning on Graphs and Networks,” there! The main aim of my talk at ODSC West will be to enable the attendees to assimilate the key concepts... Read more
Data Morph: Moving Beyond the Datasaurus Dozen
Editor’s note: Stefanie Molin is a speaker for ODSC West 2023 this Fall. Be sure to check out her talk, “Data Morph: A Cautionary Tale of Summary Statistics,” there! This article introduces Data Morph, a new open-source Python package that can be used to morph an input... Read more
MLOps: Monitoring and Managing Drift
Editor’s note: Oliver Zeigermann is a speaker for ODSC West 2023 this Fall. Be sure to check out his talk, “MLOps: Monitoring and Managing Drift,” there! The trouble with machine learning starts after you put your model into production.  Typically, you want to bring something into... Read more
Data Architecture and CAP Theorem: Where Does it Clash?
Editor’s note: Joep Kokkeler is a speaker for ODSC West this Fall. Be sure to check out his talk, “Capturing CAP in a Kappa Data Architecture,” there! Before diving into different types of data architecture, let’s focus on the cap theorem first. The cap theorem states... Read more
Visualization for Clustering Methods
Editor’s note: Evie Fowler is a speaker for ODSC West. Be sure to check out her talk, “Bridging the Interpretability Gap in Customer Segmentation,” there! At this Fall’s Open Data Science Conference, I will talk about how to bring a systematic approach to the interpretation of... Read more