Implementing Predictive Solutions with Spark in Azure HDInsight

开始时间: 04/22/2022 持续时间: 6 weeks

所在平台: EdxArchive 课程类别: 其他类别 大学或机构: Microsoft 授课老师： Graeme Malcolm Richard Conway

课程主页: https://www.edx.org/archive/implementing-predictive-solutions-spark-microsoft-dat202-3x-2

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课程详情

This course is part of the Microsoft Professional Program Certificate in Data Science and part of the Microsoft Azure HDInsight Big Data Analyst XSeries.

Are you ready for big data science? In this course, learn how to implement predictive analytics solutions for big data using Apache Spark in Microsoft Azure HDInsight. See how to work with Scala or Python to cleanse and transform data and build machine learning models with Spark ML (the machine learning library in Spark),

Note: To complete the hands-on elements in this course, you will require an Azure subscription and a Windows client computer. You can sign up for a free Azure trial subscription (a valid credit card is required for verification, but you will not be charged for Azure services). Note that the free trial is not available in all regions.

课程大纲

• Using Spark to explore data and prepare for modeling
• Build supervised machine learning models
• Evaluate and optimize models
• Build recommenders and unsupervised machine learning models

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