{"product_id":"machine-learning-with-microsoft-technologies-9781484236574","title":"Machine Learning with Microsoft Technologies","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eKnow how to do machine learning with Microsoft technologies. This book teaches you to do predictive, descriptive, and prescriptive analyses with Microsoft Power BI, Azure Data Lake, SQL Server, Stream Analytics, Azure Databricks, HD Insight, and more.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe ability to analyze massive amounts of real-time data and predict future behavior of an organization is critical to its long-term success. Data science, and more specifically machine learning (ML), is today''s game changer and should be a key building block in every company''s strategy. Managing a machine learning process from business understanding, data acquisition and cleaning, modeling, and deployment in each tool is a valuable skill set.\u003cbr\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003e\u003ci\u003eMachine Learning with Microsoft Technologies\u003c\/i\u003e\u003c\/b\u003e is a demo-driven book that explains how to do machine learning with Microsoft technologies. You will gain valuable insight into designing the best architecture for development, sharing, and deploying a machine lear\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePart I: Getting Started\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 1: Introduction to Machine Learning\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 2: Introduction to R \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 3: Introduction to Python \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 4: R Visualization in Power BI \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003ePart II:  Machine Learning with R and Power BI\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 5: Business Understanding \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 6: Data Wrangling for Predictive Analysis \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 7:  Predictive Analysis in Power Query with R \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 8: Descriptive Analysis in Power Query with R \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003ePart III: Machine Learning SQL Server\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 9: Using R with SQL Server 2016 and \u003c\/b\u003e\u003cb\u003e2017\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePart IV: Machine Learning in Azure\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 10: \u003c\/b\u003e\u003cb\u003eAzure DataBricks\u003c\/b\u003e \u003c\/p\u003e  \u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 11: R in Azure Data Lake \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 12: Azure Machine Learning Studio \u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 13: Machine Learning in Azure Stream Analytics \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 14: Azure Machine Learning (ML) Workbench\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 15: Machine Learning on HDInsight\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 16: \u003c\/b\u003e\u003cb\u003eData Science Virtual Machine and AI Framework\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 17: Deep Learning Tools with Cognitive Toolkit (CNTK)\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003ePart V: \u003c\/b\u003e \u003cb\u003eData Science Virtual Machine\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 18: Cognitive Service Toolkit\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 19: Bot Framework\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eChapter 20:\u003c\/b\u003e \u003cb\u003eOverview on Microsoft Machine Learning Tools\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e\u003cbr\u003e\u003c\/p\u003e  \u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"APress","offers":[{"title":"Default Title","offer_id":48739663774039,"sku":"9781484236574","price":41.24,"currency_code":"GBP","in_stock":false}],"url":"https:\/\/bookcurl.com\/products\/machine-learning-with-microsoft-technologies-9781484236574","provider":"Book Curl","version":"1.0","type":"link"}