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Designing and Implementing Big Data Platform Solutions - exam 70-475

In this learning path, you will learn how to build and architect big data solutions in Microsoft Azure. Topics will include architecting solutions using HD Insight, machine learning, visualizing data with Power BI, understanding lambda architecture patterns and IoT data ingestion. This path will help you prepare for exam Designing and Implementing Big Data Platform Solutions - exam 70-475 and will help you prepare for your MIcrosoft certification.

5 (46)
5 Lectures
5 Labs
Beginner
17h 22m
Feb 19 2018
Apr 23 2017
5 (10)

This module will provide an overview of big data, IoT and machine learning solutions in Azure. We will define the meaning of big data and look at the reasons why you might need a big data solution. We will then move on to a discussion of the analytics maturity model to understand how machine learn...

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Apr 17 2017
5 (10)

This module will cover all aspects of big data storage and batch processing. We will start by making the case for big data in Azure. Then we will look at Azure service topics to include Blob Storage, Azure Data Lake Store, Azure Data Lake Analytics, and HDInsight clusters running Hadoop, Hive, Int...

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May 4 2018
5 (2)

Today, data is being collected in ever-increasing amounts, at ever-increasing velocities, and in an ever-expanding variety of formats. This explosion of data is colloquially known as the Big Data phenomenon.In order to gain actionable insights into big-data sources, new tools need to be leveraged th...

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Feb 4 2018
5 (1)

In this lab, you will learn to build powerful dashboards and reports in Power BI. You will learn to take advantage of advanced data analytics features of Power BI such as DAX queries, KPIs and R scripts.

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Oct 30 2018
5 (1)

This course introduces students to Azure Data Factory V2. Students will learn about the different phases of a Data Factory Pipeline. Students will then cover Data Factory Architecture, terminology, the copy activity, file formats, integration runtimes, scheduling and triggers, and data factory manag...

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Aug 22 2018
5 (1)

In this lab, you will learn to build, monitor, manage and troubleshoot data pipelines with Azure Data Factory V2. You will learn to use the Copy Data wizard to build pipeline with no coding. You will build a custom pipeline to copy data from Blob storage to a table in Azure SQL Database. You will bu...

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Jan 4 2017
5 (9)

The Real-Time Ingestion and Processing in Azure course covers information about implementing real-time event stream ingestion and processing within Microsoft Azure. The course starts with an overview of the Lambda Architecture and what a Message Broker is used for. The course continues to cover the ...

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Mar 6 2017
3 (8)

This course gives you an introduction to Azure Machine Learning (ML) and associated technologies, such as R, Power BI and RStudio. This course begins by covering an introduction to Azure ML, and then we walk through Azure ML as if we were working our way through a Data Science Project. Once the Da...

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Aug 3 2018
5 (4)

In this lab, you will build a machine learning experiment using Azure Machine Learning. You will start by creating a Machine Learning Workspace in the Azure Portal. You will then login to ML Studio where you will import an external dataset, clean the dataset, choose a machine learning algorithm and ...

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Feb 21 2019
0 (0)

In this lab, you will create an Azure Data Lake Store Gen2 account. You will learn to lock down and manage access of the Data Lake Store, taking advantage of both role-based access control and Data Lake Store Azure AD integration. Finally, you will process a bulk ingest using Hadoop distcp utility.

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