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Microsoft Updates New Machine Learning Platform for Apache Spark
This week Microsoft Announced that is has released version 0.16 of its new deep learning data science tool for Spark, Microsoft Machine Learning for Apache Spark, (MMLSpark) on Github.
MMLSpark requires Scala, Spark and Python, and works with Microsoft Cognitive Services and Azure Databricks. It was originally released two years ago, with the most recent version before this -- .015 -- coming in November.
New features and improvements in version 0.16 include support for Spark deep learning pipelines, a new "ranking train validation splitter," better integration with Azure Search, support for name entry recognition cognitive service on Spark (for analytical text extraction), improved boosting capabilities with the gradient boosting tool for tree-based algorithms LightGBM, as well as many other changes.
More information on MMLSpark can be found on the Microsoft product page here.
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Becky Nagel serves as vice president of AI for 1105 Media specializing in developing media, events and training for companies around AI and generative AI technology. She also regularly writes and reports on AI news, and is the founding editor of PureAI.com. She's the author of "ChatGPT Prompt 101 Guide for Business Users" and other popular AI resources with a real-world business perspective. She regularly speaks, writes and develops content around AI, generative AI and other business tech. She has a background in Web technology and B2B enterprise technology journalism.