Microsoft Releases Data Science Tools for Interactive Data Exploration and Modeling

Microsoft recently released two new data science tools for interactive data exploration, modeling and reporting. These data science utilities, called Interactive Data Exploration, Analysis and Reporting (IDEAR) and Automated Modeling and Reporting (AMAR) can be reused by data science teams for specific tasks in their projects. Data science teams spend a significant amount of time writing code to answer data related questions like data schema, missing data elements, individual variable distribution & transformation, specific clustering patterns in the data, and the performance of Machine Learning (ML) models. These two tools can be used to automate these common tasks in the data science lifecycle. The goal is to ensure consistency and completeness of data science tasks across different projects in the organization. Interactive Data Exploration: IDEAR tool can be used to explore, visualize…


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