WHITE PAPER SNOWFLAKE FOR DATA SCIENCEWHITE PAPER 2 Data Lake Data Engineering Data Warehouse Data S haring Data Applications Data Science INTRODUCTION: IT’S ALL ABOUT THE DATA Machine learning (ML) technologies have entered the mainstream. According to a 2019 TDWI survey on artificial intelligence (AI) and ML use, 92 percent of respondents reported using machine learning technology, and 85 percent said they are building predictive models using tools for ML.1 Data scientists require massive amounts of data to build and train these machine learning models. In the age of AI, fast and accurate access to data has become an important competitive differentiator. Data management (discovering, securing access, cleaning, combining, and preparing the data for analysis) is commonly recog

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