https://insideainews.com/tag/xgboost/ Illuminating AI's Frontiers: Your Go-To News Destination. Sat, 06 Apr 2024 17:27:32 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/xgboost/ 32 32 136462205 https://insideainews.com/2024/04/06/video-highlights-gradient-boosting-xgboost-lightgbm-and-catboost-with-kirill-eremenko/ https://insideainews.com/2024/04/06/video-highlights-gradient-boosting-xgboost-lightgbm-and-catboost-with-kirill-eremenko/#respond Sat, 06 Apr 2024 17:27:30 +0000 https://insidebigdata.com/?p=35107 In this video presentation, our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, is joined by Kirill Eremenko to walk listeners through why decision trees and random forests are fruitful for businesses, and he offers hands-on walkthroughs for the three leading gradient-boosting algorithms today: XGBoost, LightGBM, and CatBoost.]]> https://insideainews.com/2024/04/06/video-highlights-gradient-boosting-xgboost-lightgbm-and-catboost-with-kirill-eremenko/feed/ 0 35107 https://insideainews.com/2022/07/27/research-highlights-why-do-tree-based-models-still-outperform-deep-learning-on-tabular-data/ https://insideainews.com/2022/07/27/research-highlights-why-do-tree-based-models-still-outperform-deep-learning-on-tabular-data/#respond Wed, 27 Jul 2022 13:00:00 +0000 https://insidebigdata.com/?p=29923 In this regular column we take a look at highlights for breaking research topics of the day in the areas of big data, data science, machine learning, AI and deep learning. For data scientists, it’s important to keep connected with the research arm of the field in order to understand where the technology is headed. Enjoy!]]> https://insideainews.com/2022/07/27/research-highlights-why-do-tree-based-models-still-outperform-deep-learning-on-tabular-data/feed/ 0 29923 https://insideainews.com/2020/03/18/nvidias-new-data-science-workstation-a-review-and-benchmark/ https://insideainews.com/2020/03/18/nvidias-new-data-science-workstation-a-review-and-benchmark/#respond Wed, 18 Mar 2020 15:00:00 +0000 https://insidebigdata.com/?p=24131 This new whitepaper from NVIDIA Partner firm PNY Technologies, tests and reviews the recently released Data Science Workstation, a PC that puts together all the Data Science hardware and software into one nice package. The workstation is a total powerhouse machine, packed with all the computing power—and software—that’s great for plowing through data.]]> https://insideainews.com/2020/03/18/nvidias-new-data-science-workstation-a-review-and-benchmark/feed/ 0 24131