Azure Data Factory Training for DP-200 and DP-201

This Microsoft Azure Data Factory training will equip you with the skills to perform Big Data Engineering on Microsoft Cloud Services. You will learn how to connect Power BI with a data lake and how to use a data factory. This also covers real-time industry use cases and project work to give you hands-on experiences on using data factory and data lake and deploy the same in relevant software pipelines. Learn Azure data factory from the best Microsoft certified data factory experts.

This course is delivered in collaboration with Microsoft.

Key Features

  • Instructor Led Training : 24 Hrs
  • Exercises & Project Work : 48 Hrs
  • Get Certified & Job Assistance
  • Flexible Schedule
  • Lifetime free upgrade
  • 24 x 7 Lifetime Support & Access

About Microsoft Azure Data Factory Training Course

Intellipaat’s Microsoft Azure DP-200 certification training gives learners the opportunity to get used to implementing Azure Data Solution. This training ensures that learners improve their skills on Microsoft Azure SQL Data Warehouse, Azure Data Lake Analytics, Azure Data Factory, and Azure Stream Analytics, and then perform data integration and copying using Hive and Spark, respectively. Also, real-world projects would be provided. Further the course in line with the Azure DP 201 exam as well. Therefore, the learners will learn to design the Azure Data Solutions, Data Processing, and Data Security.

What will I learn in this Microsoft Azure Data Engineer Certification?

This course will prepare you for exams DP-200 and DP-201 for implementing and designing Azure data solutions, enabling you to design and perform data management, monitoring, security and privacy using the complete Azure data services stack. Further, you will learn the below list of topics:

  • Implement Azure Data Solution (DP 200)
    • Implementing a data storage solution
    • Managing and developing data processing
    • Monitoring and optimizing data solutions
  • Design Azure Data Solutions (DP 201)
    • Design an Azure Data Storage Solution
    • Design a data processing solution
    • Data security and compliance design

Why should I learn Azure Stream Analytics in this DP-200 certification?

Using Azure Stream Analytics, you can manage real-time event processing applications by scaling it. It promotes greater performance through partitioning, so complicated queries can be parallelized and run on many stream nodes.

Will I learn Azure Databricks in this Azure Data Engineering training?

With Azure Databricks, you can get the most advanced version of Apache Spark, which will enable you to seamlessly integrate it with the open-sourced libraries. Also, with Azure’s inherent scalability that surpasses every other cloud services, you can easily update the clusters in the Apache Spark.

What is Azure Cosmos DB? Why is it important for getting DP-200 certification?

Azure Cosmos DB leverages the Jupyter notebooks and Apache Spark to reduce the time to insights by collecting and serving data and performing analysis on local database copies in Azure regions. In this DP-200 certification, you will cover this topic in detail.

Does Azure Data Engineering training in Intellipaat cover Azure SQL Database?

Yes, Azure SQL Database is included in this DP-200 and DP-201 certification course.

Who should take up this best Azure Data Factory training course?

This Microsoft Azure Data Factory certification is ideal for candidates who are looking to start their career or already working in the following roles:

  • Data Engineers
  • Data Architects
  • Data Scientists
  • Data Analysts

Further, candidates who design analytics solutions and build operationalized solutions on Azure and who are familiar with the features and capabilities of batch data processing, real-time processing, and operationalization technologies, etc., can also opt for this Azure Data Engineering training course.

What are the prerequisites for taking up this best Azure Data Factory training online?

Relevant work experience in Data Engineering issues with Azure SQL Data Warehouse, Azure Data Lake, Azure Data Factory, and Azure Stream Analytics

Why should I learn Azure Data Engineer topics?

Azure data engineer enables companies to convert all their big data from storage systems, relational & non-relational databases into data-driven workflows. This helps them put up concrete strategies, accomplish goals, and improve the market value of the data they own! For this, they require certified professionals.

In the United States, the average salary for a newbie in this position is about US$85,000, and in India, it is around ₹700,000 (rough estimate). In addition, experienced candidates with recognized DP-201 and DP-200 certification can earn up to US$120,000 in the United States and up to ₹1,500,000 in India!

Why should I go for Intellipaat Azure Data Factory online training?

Today, every company is moving towards cloud computing to meet growing customer expectations and gain a competitive advantage. Microsoft Azure is growing at an unprecedented rate. Therefore, there is an urgent need for Azure certified management professionals.

Intellipaat Azure certification training (DP-201 & DP-200 certification) gives you hands-on experience using Azure services, storage, servers, and more. You will work on managing virtual machines, protecting and managing identities. After you get certified, you can apply for the best jobs at top salaries.

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Microsoft Azure Data Factory Course Content

Non-Relational Data Stores and Azure Data Lake Storage

  • Document data stores
  • Columnar data stores
  • Key/value data stores
  • Graph data stores
  • Time series data stores
  • Object data stores
  • External index
  • Why NoSQL or Non-Relational DB?
  • When to Choose NoSQL or Non-Relational DB?
    • Best Uses
    • Scenarios
  • Azure Data Lake Storage
    • Definition
    • Azure Data Lake-Key Components
    • How it stores data?
    • Azure Data Lake Storage Gen2
    • Why Data Lake?
    • Data Lake Architecture

Data Lake and Azure Cosmos DB

  • Data Lake Key Concepts
  • Azure Cosmos DB
  • Why Azure Cosmos DB?
  • Azure Blob Storage
  • Why Azure Blob Storage?
  • Data Partitioning
    • Horizontal partitioning
    • Vertical partitioning
    • Functional partitioning
  • Why Partitioning Data?
  • Consistency Levels in AzureCosmos DB
    • Semantics of the five-consistency level

Hands-on:

  • Load Data fromAmazonS3 to ADLS Gen2 with Data Factory
  • Working with Azure Cosmos DB

Relational Data Stores - SQL Analytics in Azure Synapse Analytics

  • Introduction to Relational Data Stores
  • Azure SQL Database
    • Deployment Models
    • Service Tiers
  • Why SQL Database Elastic Pool?
  • Why Azure SQL?
  • Azure SQL Security Capabilities
  • High-Availability and Azure SQL Database
    • Standard Availability Model
    • Premium Availability Model
  • Azure Database for MySQL
  • Azure Database for PostgreSQL
  • Azure Database For MariaDB
  • What is Azure Synapse Analytics (formerly SQL DW)?
  • SQL Analytics in Azure Synapse Analytics (formerly SQL DW)

Hands-on:

  • Create a Single Database Using Azure Portal
  • Create a managed instance
  • Create an elastic pool
  • Create a SQL virtual machine
  • Configure active geo-replication for Azure SQL Database in the Azure portal and initiate failover
  • Design an Azure Database for MySQL database using the Azure portal
  • Connect using MySQL Workbench
  • Design an Azure Database for PostgreSQL – Single Server
  • Create an Azure Database for MariaDB server by using the Azure portal

Azure Batch, Azure Data Factory

  • What is Azure Batch?
    • Intrinsically Parallel Workloads
    • Tightly Coupled Workloads
    • Additional Batch Capabilities
    • Working of Azure Batch
  • Azure Data Factory
    • Flow Process of Data Factory
  • Why Azure Data Factory
  • Integration Runtime in Azure Data Factory
  • Maping Data Flows

Hands-on:

  • Run a batch job using Azure Portal
  • Parallel File Processing with Azure Bath using the .NET API
  • Render a Blender Scene using Batch Explorer
  • Parallel R Simulation with Azure Batch
  • Transform data using Mapping data flows.

Azure Data Bricks, Azure Stream Analytics

  • What is Azure Databricks?
  • Azure Spark-based Analytics Platform
  • Apache Spark in Azure Databricks
  • Azure Stream Analytics
    • Working of Stream Analytics
    • Key capabilities and benefits
  • Stream Analytics Windowing Functions
    • Tumbling window
    • Hopping Window
    • Sliding Window
    • Session Window

Hands-on:

  • Run a Spark Job on Azure Databricks using the Azure portal
  • ETL Operation by using Azure Databricks
  • Stream data into Azure Databricks using Event Hubs
  • Analyse phone call data with stream analytics and visualize results in Power BI dashboard

Monitoring & Security

  • What is Azure Monitor?
  • What data does Azure Monitor collect
  • Monitor a blob storage in the Azure portal
  • Accessing diagnostic logs for Azure Data Lake Storage Gen1
  • Azure SQL Database Monitoring and performance tuning
  • Monitoring resource utilization and query activity in Azure SQL Data Warehouse
  • Monitoring Azure Cosmos DB
  • Create, view, and manage activity log alerts by using Azure Monitor
  • Azure security logging and auditing

Hands-on:

  • Create, view, and manage metric alerts using Azure Monitor

Monitoring & Security Continuation

  • Alert and monitor data factories by using Azure Monitor
  • Monitoring Azure Databricks
  • Monitoring on Azure HDInsight
  • Understand Stream Analytics job monitoring and how to monitor queries
  • Tuning Azure Data Lake Storage Gen2 for performance
  • Understand and adjust Streaming Units
  • Configure Stream Analytics Streaming Units (SUs)
  • Manual tune query performance in Azure SQL Database
  • Azure Blob Storage lifecycle management

Hands-on:

  • Create alert, Analytics job monitoring, performance query
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Microsoft Azure Data Factory Projects

What projects I will be working on this Azure Data Factory training?

Project 1: Working with Azure Data Factory, Data Lake and Azure SQL

Industry: General

Problem Statement: You are working as an Azure Architect for Zendrix Corp. This company is a service-based company and has its major revenue from the sales it makes for its subscription-based service.

The company needs to continuously monitor its lead flow from different countries. This helps them in strategizing how much they need to invest in Ad-Marketing for a particular country, this, in turn, helps them to achieve their desired sales targets.

Currently, the company has to manually synchronize data from their live SQL database to their BI tool, for checking the lead flow from different countries.

The company wants an automated solution, using which they will be able to see a live dashboard of the lead count. You as an Architect have suggested the following things:

Highlights:

  1. Use of Power BI Heat maps
  2. Use of Azure SQL instead of On-Premise SQL
  3. Use of Data Factory to automate the data lifecycle from SQL to the BI tool.

Help them achieve the above goals.

Project 2: Identify the videos that get maximum traffic in selected YouTube channels

Industry: Marketing

Problem Statement: Getting the real-time list of maximum traffic fetching videos from YouTube channels to promote advertisements in the same channels (traffic should be considered on a weekly basis)

Description: There is a company ‘XYZ Pvt. Ltd’ that promotes advertisements in the maximum traffic generating YouTube channels (on a weekly basis) to drive profits. To maximize profitability, the marketing team that manages the posting of advertisements requires an interface using which they can get a real-time list of YouTube channels for promoting advertisements and monitoring the analytics of traffic on those channels.

Objective: As an Azure Data Factory specialist, you are supposed to automate the transformation of the real-time video list from YouTube channels on a weekly basis. This will help the marketing team promote advertisements on the right YouTube videos on targeted channels.

Note: The traffic can be analyzed on various parameters like the number of views, and likes or comments on a particular day. You can get these publicly available data from the YouTube API.

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Sample Azure 70-776 Video Tutorials

 

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Microsoft Azure Certification – DP-200 & DP-201

This course is designed to clear the following certifications:

Exam: DP-200

Exam: DP-201

You will also receive the course completion certificate by Microsoft for ‘Performing Big Data Engineering on Microsoft Cloud Services’.

The entire course is in line with the above curriculums and helps you get the best jobs in the top MNCs. As part of this training, you will be working on real-time projects and assignments that have immense implications in the real-world industry scenarios, thus helping you fast-track your career effortlessly. At the end of this training program, there will be a quiz that perfectly reflects the type of questions asked in the certification exam and helps you score better.

Intellipaat Course Completion Certificate will be awarded upon the completion of the project work (after the expert review) and upon scoring of at least 60% marks in the quiz. Intellipaat certification is well recognized in top 80+ MNCs like Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.

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Microsoft Azure Data Factory Review

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  1. Profile photo of kumar1910dinesh Dinesh Kumar 

    I had enrolled for the Azure data factory program and the course was fantastic.

    Online learning so convenient, I learned via my phone or computer, I download course content, attended classes on weekends. The customer service that I have received was good, course advisors and support helped me in every stage. I would highly recommend for every IT professional.

Frequently Asked Questions on Microsoft Azure

Why should I take Azure DP-200 and DP-201 training from Intellipaat?

Intellipaat is offering the Azure administration certification training that is in line with clearing the Microsoft Azure DP 200 and DP 201 certification exam. This training will equip you with all the skills needed to perform Big Data Engineering on Microsoft Cloud Services. This certification training will help you take on bigger responsibilities in the Azure administration domain, and get awarded with the DP-200 and DP-201 certificate.

What are the different modes of training that Intellipaat provides?
At Intellipaat you can enroll either for the instructor-led online training or self-paced training. Apart from this Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience and they have been actively working as consultants in the same domain making them subject matter experts. Go through the sample videos to check the quality of the trainers.
Can I request for a support session if I need to better understand the topics?
Intellipaat is offering the 24/7 query resolution and you can raise a ticket with the dedicated support team anytime. You can avail the email support for all your queries. In the event of your query not getting resolved through email we can also arrange one-to-one sessions with the trainers. You would be glad to know that you can contact Intellipaat support even after completion of the training. We also do not put a limit on the number of tickets you can raise when it comes to query resolution and doubt clearance.
Can you explain the benefits of the Intellipaat self-paced training?
Intellipaat offers the self-paced training to those who want to learn at their own pace. This training also affords you the benefit of query resolution through email, one-on-one sessions with trainers, round the clock support and access to the learning modules or LMS for lifetime. Also you get the latest version of the course material at no added cost. The Intellipaat self-paced training is 75% lesser priced compared to the online instructor-led training. If you face any problems while learning we can always arrange a virtual live class with the trainers as well.
What kind of projects are included as part of the training?
Intellipaat is offering you the most updated, relevant and high value real-world projects as part of the training program. This way you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning and practical knowledge thus making you completely industry-ready. You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. Upon successful completion of the projects your skills will be considered equal to six months of rigorous industry experience.
Does Intellipaat offer job assistance?
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this we are exclusively tied-up with over 80 top MNCs from around the world. This way you can be placed in outstanding organizations like Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation part as well.
Is it possible to switch from self-paced training to instructor-led training?
You can definitely make the switch from self-paced to online instructor-led training by simply paying the extra amount and joining the next batch of the training which shall be notified to you specifically.
How are Intellipaat verified certificates awarded?
Once you complete the Intellipaat training program along with all the real-world projects, quizzes and assignments and upon scoring at least 60% marks in the qualifying exam; you will be awarded the Intellipaat verified certification. This certificate is very well recognized in Intellipaat affiliate organizations which include over 80 top MNCs from around the world which are also part of the Fortune 500 list of companies.
Will The Job Assistance Program Guarantee Me A Job?
In our Job Assistance program we will be helping you land in your dream job by sharing your resume to potential recruiters and assisting you with resume building, preparing you for interview questions. Intellipaat training should not be regarded either as a job placement service or as a guarantee for employment as the entire employment process will take part between the learner and the recruiter companies directly and the final selection is always dependent on the recruiter.
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