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Elton Stoneman
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.
Read more
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.
Read more
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.
Register for this course and see more details by visiting:
OpenCourser.com/course/pnfhg8/hadoop
What's inside
Syllabus
Course Overview
Introducing Hadoop
Running Hadoop on Windows
Working with Hadoop in .NET
Read more
Syllabus
Course Overview
Introducing Hadoop
Running Hadoop on Windows
Working with Hadoop in .NET
Read more
Querying Data with MapReduce
Navigating the Hadoop Ecosystem
Good to know
Good to know
Know what's good ,
what to watch for , 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
Save this course
Save Hadoop for .NET Developers to your list so you can find it easily later:
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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
Show steps
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
Show steps
-
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
Show steps
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
Show steps
-
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
Show steps
Enhance your Hadoop skills by following the step-by-step tutorials provided by Hortonworks, a leading Hadoop distribution provider.
Browse courses on
Hadoop
Show steps
-
Visit Hortonworks' website
-
Explore the available Hadoop tutorials
-
Select a tutorial that aligns with your learning goals
Four other activities
Expand to see all activities and additional details
Show all seven activities
Attend a Hadoop Workshop
Show steps
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
Show steps
-
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
Show steps
Gain practical experience by building a basic MapReduce job that processes data using Hadoop's distributed computing capabilities.
Browse courses on
MapReduce
Show steps
-
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
Show steps
Challenge yourself by solving coding exercises that test your understanding of Hadoop programming concepts and techniques.
Browse courses on
MapReduce
Show steps
-
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
Show steps
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
Show steps
-
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
Network with Hadoop Professionals
Show steps
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
Show steps
Show steps
Show steps
- 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
Show steps
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
Show steps
Show steps
Show steps
- 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
Show steps
Enhance your Hadoop skills by following the step-by-step tutorials provided by Hortonworks, a leading Hadoop distribution provider.
Browse courses on
Hadoop
Show steps
Show steps
Show steps
- Visit Hortonworks' website
- Explore the available Hadoop tutorials
- Select a tutorial that aligns with your learning goals
Four other activities
Expand to see all activities and additional details
Show all seven activities
Attend a Hadoop Workshop
Show steps
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
Show steps
Show steps
Show steps
- 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
Show steps
Gain practical experience by building a basic MapReduce job that processes data using Hadoop's distributed computing capabilities.
Browse courses on
MapReduce
Show steps
Show steps
Show steps
- 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
Show steps
Challenge yourself by solving coding exercises that test your understanding of Hadoop programming concepts and techniques.
Browse courses on
MapReduce
Show steps
Show steps
Show steps
- 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
Show steps
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
Show steps
Show steps
Show steps
- 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 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.
Hadoop Engineer
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.
Data Analyst
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.
Software 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.
Database Administrator
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.
Big Data Engineer
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.
Cloud Engineer
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.
Machine Learning Engineer
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.
Data 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.
DevOps 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.
Security Engineer
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.
Business Intelligence Analyst
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.
Data Architect
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.
Solutions Architect
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.
Systems Administrator
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.
For more career information including salaries, visit:
OpenCourser.com/course/pnfhg8/hadoop
Reading list
We've selected 13 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Hadoop for .NET Developers.
Provides a comprehensive overview of Hadoop, including its architecture, components, and use cases. It valuable resource for anyone who wants to learn more about Hadoop and how to use it effectively.
Save
Provides a comprehensive guide to operating Hadoop clusters. It covers a wide range of topics, including cluster installation, configuration, and management.
Save
Provides a practical guide to using Hadoop for data processing and analysis. It covers a wide range of topics, including data ingestion, data processing, and data visualization.
Save
Provides a practical guide to using Hadoop for data processing and analysis. It covers a wide range of topics, including data ingestion, data processing, and data visualization.
Provides a comprehensive guide to using Hadoop for data science. It covers a wide range of topics, including data exploration, data analysis, and data visualization.
Save
Focuses on the operational aspects of Hadoop, including how to install, configure, and manage a Hadoop cluster. This book is especially useful for system administrators and engineers who need to understand the operational details of Hadoop.
Provides a guide to securing a Hadoop cluster, including how to configure security features and manage user access. Provides a guide to securing a Hadoop cluster, including how to configure security features and manage user access.
Provides a guide to administering a Hadoop cluster, including how to install, configure, and monitor Hadoop components. Provides a guide to administering a Hadoop cluster, including how to install, configure, and monitor Hadoop components.
Introduces Apache Spark as a complementary technology to Hadoop. Covers topics such as Spark's architecture, programming model, and use cases.
Provides a basic overview of Hadoop, including its architecture and components. Provides a basic overview of Hadoop, including its architecture and components, this good choice for beginners.
Focuses on securing Hadoop clusters. Covers topics such as authentication, authorization, encryption, and auditing. Provides practical guidance and best practices.
Save
Provides a comprehensive overview of Hadoop. Covers topics such as Hadoop's architecture, components, and use cases. Suitable for beginners with little or no prior knowledge of Hadoop.
Focuses on the enterprise applications of Hadoop. Covers topics such as data governance, security, and integration with other enterprise systems.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/pnfhg8/hadoop
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Time
173 hours
Level
Introductory
Via
Pluralsight
Instructor
Elton Stoneman
Language
English
Good to know
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
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