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Introduction to Machine Learning, AI and Data Science with Azure ML - with Rafal Lukawiecki

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This live classroom course is new for 2018! It focuses on the newest technologies of Microsoft Machine Learning Server and SQL Server 2017. This 2-day course introduces the most important concepts and Tools, and should be followed by the 3-day course: Intermediate Machine Learning in R on SQL Server and Microsoft ML Server. If you have attended a prior course on Machine Learning, like Rafals week-long class Practical Data Science course offered in 2015-2017, and if you are versed in model validity, accuracy, and reliability, then you should consider attending the Intermediate course only. Ask yourself these questions: Can I explain the difference between cross-validation and hold-out testing?


Advance Analytics with R, Azure Machine Learning, Power BI and Microsoft R Server

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You will learn the main data structure in R, Managing Data with R, Exploring and Understanding Data in R (exploring numeric variable, categorical variable and relationship between variables). Moreover, audience learn how to use some of the main packages in R. You will learn different types of machine learning algorithms and how they work and how they can solve different type of real life problems. At the end of this module you will able to choose right algorithm for right problem.


HDInsight -New self-paced trainings and labs

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More and more organizations are taking on the challenge of analyzing big data. This course teaches you how to use the Hadoop technologies in Microsoft Azure HDInsight to build batch processing solutions that cleanse and reshape data for analysis. In this five-week course, you'll learn how to use technologies like Hive, Pig, Oozie, and Sqoop with Hadoop in HDInsight; and how to work with HDInsight clusters from Windows, Linux, and Mac OSX client computers. Course Syllabus Module 1: Getting Started with HDInsight The course begins with an introduction to big data concepts and Hadoop, before examining Microsoft Azure HDInsight and the Hadoop distribution it provides. You'll learn how to provision an HDInsight cluster, upload data to the cluster, and perform Map/Reduce jobs that process the data.


A Plethora of Microsoft Training Options on AI, Machine Learning & Data Science, including MOOCs

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This post is authored by Kristin M. Tolle, Director of Program Management for Advanced Analytics Ecosystem Development and Training at Microsoft. Cortana Intelligence, Microsoft's end-to-end platform for Advanced Analytics, offers a suite of services to solve real world customer problems. The suite has many moving parts – Data Lake, HDInsight (Hadoop), Event Hub, Machine Learning and R – just to name a few, and we realize it may be challenging for some of you to experience first-hand how all these services work together in concert. My team, which is tasked with training our partners to use these services to address their customers' needs, is keenly aware of the breadth of that knowledge surface area. In this blog post, I outline some of the best ways for you to learn about all things Big Data and Advanced Analytics from Microsoft, including many hands-on training options, and also how to stay in the loop on our future offerings.


A Plethora of Microsoft Training Options on AI, Machine Learning & Data Science, including MOOCs

#artificialintelligence

This post is authored by Kristin M. Tolle, Director of Program Management for Advanced Analytics Ecosystem Development and Training at Microsoft. Cortana Intelligence, Microsoft's end-to-end platform for Advanced Analytics, offers a suite of services to solve real world customer problems. The suite has many moving parts – Data Lake, HDInsight (Hadoop), Event Hub, Machine Learning and R – just to name a few, and we realize it may be challenging for some of you to experience first-hand how all these services work together in concert. My team, which is tasked with training our partners to use these services to address their customers' needs, is keenly aware of the breadth of that knowledge surface area. In this blog post, I outline some of the best ways for you to learn about all things Big Data and Advanced Analytics from Microsoft, including many hands-on training options, and also how to stay in the loop on our future offerings.