Hadoop for .NET Developers from Pluralsight

Big Data is becoming part of every company, and Hadoop is the core technology for storing and accessing huge quantities of data. This course will teach you how to use Hadoop in the Microsoft world - running on Windows and using .NET to write queries.

Big Data is an established discipline, and every company can benefit from storing and analyzing large amounts of data to improve their products and services. Hadoop is the key technology in Big Data, but it's too often seen as something which is only for Java and Linux people. This course, Hadoop for .NET Developers, will teach you how to use this key technology. First, you'll learn how to bring Hadoop into a Microsoft environment. You'll also discover how to run the services on Windows and create fast, understandable MapReduce queries in .NET using C#. The course takes a proof-of-concept approach, demonstrating how to evaluate Hadoop on Windows with .NET and .NET Core. By the end of the course, you'll be able to start your own Hadoop journey with confidence.

Hadoop is an open source platform for storing and processing huge quantities of data using a cluster of ordinary servers.

This Hadoop .NET course is designed for .NET and .NET Core developers who want to shift into big data.

We'll have an overview of Hadoop and see how the storage layer, HDFS, and the processing layer, YARN, work and how they work together to query terabytes of data.

This course will cover options for running Hadoop on Windows using Docker, and then with native Windows packages from Hortonworks and Syncfusion.

What's inside

Syllabus

Course Overview

Introducing Hadoop

Running Hadoop on Windows

Working with Hadoop in .NET

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Meant for .NET and .NET Core developers who wish to work with big data

Provides a comprehensive overview of Hadoop, its storage layer, and processing layer

Demonstrates how to evaluate Hadoop on Windows with .NET and .NET Core

Emphasizes practical implementation rather than just theoretical concepts

Instructed by experienced industry professionals, Elton Stoneman, known for their expertise in the field

Reviews summary

Hadoop for .net: a niche integration guide

According to learners, this course is highly valued for its unique focus on bringing Hadoop to .NET developers, specifically demonstrating how to run it on Windows and write queries in C# for MapReduce. Students appreciate the practical, proof-of-concept approach which clarifies how to integrate these distinct technologies. While many found the content clear and helpful, some noted that setting up Hadoop on Windows can be challenging due to environment specific issues, potentially requiring additional troubleshooting. The course provides a solid foundational understanding for .NET professionals venturing into Big Data.

Suitable for beginners, some may desire more advanced topics.

"As an intermediate user, I wished for more advanced MapReduce patterns or optimization tips."

"This course is excellent for beginners; it assumes you know C# but are new to Hadoop."

"I felt it was a good introduction, but more complex, real-world scenarios would be beneficial."

Offers a good introduction to Hadoop basics for .NET developers.

"Gave me a strong understanding of HDFS and YARN within the Hadoop ecosystem."

"The course overview of Hadoop concepts was clear and a great starting point for me."

"It's a good primer if you're a .NET dev looking to grasp core Big Data concepts."

Provides hands-on steps for running Hadoop on Windows.

"The demos on running Hadoop with Docker and native Windows packages were very helpful."

"I appreciated the step-by-step instructions for getting Hadoop set up in a Windows environment."

"Learned practical approaches to evaluate Hadoop with .NET and .NET Core."

Bridges Hadoop concepts with practical .NET application.

"Finally, a course that shows me how to use Hadoop with my .NET background!"

"I found the integration of C# with MapReduce incredibly useful and hard to find elsewhere."

"This course fills a crucial gap for Windows and .NET developers looking into Big Data."

Some learners face difficulties with Hadoop setup on Windows.

"Setting up Hadoop on Windows was more complex than anticipated; some steps required extra troubleshooting."

"The environment setup can be tricky, as configurations might vary or become outdated quickly."

"I found it hard to get the exact environment running as shown, leading to frustration."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Hadoop for .NET Developers with these activities:

Network with Hadoop Professionals

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Expand your professional network and connect with individuals working in the field of Hadoop by attending industry events or joining online communities.

Browse courses on Hadoop

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Attend Hadoop-related conferences or meetups
Join Hadoop user groups or forums
Reach out to professionals on LinkedIn who work in Hadoop

Review Hadoop: The Definitive Guide by Tom White

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Deepen your understanding of Hadoop's architecture and capabilities by reviewing Tom White's definitive guide.

View Hadoop: The Definitive Guide: Storage and... on Amazon

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Read chapters 1-3 to understand the fundamentals of Hadoop
Skim chapters 4-6 to get an overview of Hadoop's core components
Focus on chapters 7-9 to learn about advanced topics such as security and tuning

Follow Hortonworks' Hadoop Tutorials

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Enhance your Hadoop skills by following the step-by-step tutorials provided by Hortonworks, a leading Hadoop distribution provider.

Browse courses on Hadoop

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Visit Hortonworks' website
Explore the available Hadoop tutorials
Select a tutorial that aligns with your learning goals

Four other activities

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Attend a Hadoop Workshop

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Gain hands-on experience and learn from experts by attending a Hadoop workshop designed to provide a comprehensive overview of the technology.

Browse courses on Hadoop

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Search for Hadoop workshops in your area or online
Select a workshop that aligns with your learning goals
Register and participate actively in the workshop

Implement a Simple MapReduce Job

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Gain practical experience by building a basic MapReduce job that processes data using Hadoop's distributed computing capabilities.

Browse courses on MapReduce

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Set up a Hadoop cluster on your local machine
Write a Java program to perform a simple data transformation using MapReduce
Run the job on your Hadoop cluster and analyze the results

Solve Hadoop Coding Challenges

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Challenge yourself by solving coding exercises that test your understanding of Hadoop programming concepts and techniques.

Browse courses on MapReduce

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Find online resources or books that provide Hadoop coding challenges
Attempt to solve the challenges on your own
Review solutions and explanations to enhance your understanding

Build a Hadoop-Based Data Pipeline

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Apply your Hadoop skills to a real-world scenario by building a data pipeline that utilizes Hadoop's capabilities to process and analyze data.

Browse courses on Hadoop

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Identify a business problem or use case that can benefit from Hadoop
Design the data pipeline architecture
Implement the data pipeline using Hadoop components
Test and evaluate the performance of the data pipeline

Career center

Learners who complete Hadoop for .NET Developers will develop knowledge and skills that may be useful to these careers:

Data Scientist

Data Scientists use large quantities of data to solve pressing business problems. This course, Hadoop for .NET Developers, should be particularly valuable for Data Scientists who frequently work with C# to build innovative and optimal data pipelines.

See salaries and explore the career path for Data Scientist

Data Analyst

Data Analysts are responsible for collecting and organizing large datasets. They then use these datasets to identify relevant trends and themes, which can improve business strategy. This course, Hadoop for .NET Developers, will help Data Analysts who work with C# to uncover key patterns in large quantities of data.

See salaries and explore the career path for Data Analyst

Hadoop Engineer

Hadoop Engineers work with Hadoop clusters daily and are responsible for developing, maintaining, and optimizing these clusters to improve performance. This course, Hadoop for .NET Developers, is ideal for current Hadoop Engineers because it helps to strengthen their knowledge and skills in Hadoop.

See salaries and explore the career path for Hadoop Engineer

Software Engineer

Software Engineers develop, deploy, and maintain software. This course, Hadoop for .NET Developers, can be helpful to Software Engineers because it provides foundational concepts and best practices in Hadoop.

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Database Administrator

Database Administrators are responsible for maintaining and improving databases. This course, Hadoop for .NET Developers, may be useful to Database Administrators because it will help to expand their understanding of data technologies.

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Big Data Engineer

Big Data Engineers work with big data technologies and frameworks to solve problems and drive innovation. This course, Hadoop for .NET Developers, is an excellent option for those who want to become Big Data Engineers because it will help to build a strong foundation of knowledge.

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Cloud Engineer

Cloud Engineers design, build, and manage cloud computing systems. This course, Hadoop for .NET Developers, can be helpful to Cloud Engineers because it introduces key cloud technologies like Hadoop.

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Machine Learning Engineer

Machine Learning Engineers build, test, and deploy machine learning models. This course, Hadoop for .NET Developers, may be useful to Machine Learning Engineers who want to expand their knowledge and skills in Hadoop.

See salaries and explore the career path for Machine Learning Engineer

Data Engineer

Data Engineers design, build, and maintain data pipelines. This course, Hadoop for .NET Developers, should be particularly valuable for Data Engineers who work with C# to develop and manage data pipelines.

See salaries and explore the career path for Data Engineer

DevOps Engineer

DevOps Engineers work with development and operations teams to improve software development and delivery processes. This course, Hadoop for .NET Developers, may be useful to DevOps Engineers because it will help to expand their knowledge and skills in Hadoop.

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Security Engineer

Security Engineers design, implement, and manage security systems. This course, Hadoop for .NET Developers, may be useful to Security Engineers who want to expand their knowledge and skills in Hadoop.

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Business Intelligence Analyst

Business Intelligence Analysts use data to identify trends and patterns that may drive business decisions. This course, Hadoop for .NET Developers, may be useful to Business Intelligence Analysts who want to expand their knowledge and skills in Hadoop.

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Data Architect

Data Architects design and build data systems. This course, Hadoop for .NET Developers, may be useful to Data Architects who want to expand their knowledge and skills in Hadoop.

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Solutions Architect

Solutions Architects design, build and implement technology solutions. This course, Hadoop for .NET Developers, may be useful to Solutions Architects who want to expand their knowledge and skills in Hadoop.

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Systems Administrator

Systems Administrators manage and maintain computer systems. This course, Hadoop for .NET Developers, may be useful to Systems Administrators who want to expand their knowledge and skills in Hadoop.

See salaries and explore the career path for Systems Administrator