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Deploying a Hadoop Cluster

Tackle big data problems with your own Hadoop clusters! Take Udacity's free course and deploy Hadoop clusters in the cloud and use them to gain insights from large datasets.

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What's inside

Syllabus

Deploying Hadoop on Amazon EC2

Problem Set: StackExchange Posts

Deploying a Hadoop cluster with Ambari

Problem Set: Reddit comments

On-demand Hadoop clusters

Project Prep

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Geared toward those with experience using Hadoop and clusters

Teaches students how to gain insights from large datasets

Provides hands-on experience in deploying Hadoop clusters on Amazon EC2

Covers essential concepts of Hadoop cluster deployment

Introduces students to industry-standard tools and technologies

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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 Deploying a Hadoop Cluster with these activities:

Attend a Hadoop meetup

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This activity will allow you to connect with other Hadoop users and learn from their experiences.

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Find a Hadoop meetup in your area.
Attend the meetup and introduce yourself to other attendees.
Ask questions and learn from others.

Read Hadoop: The Definitive Guide

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This book provides a comprehensive overview of Hadoop, covering everything from the basics to advanced topics. Reading it will give you a deep understanding of Hadoop that will help you succeed in this course.

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

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Learn about Apache Ambari

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This activity will introduce you to Apache Ambari, a tool for managing Hadoop clusters, which will make it easier for you to deploy and manage Hadoop clusters in the future.

Browse courses on Hadoop

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Watch a video tutorial on Apache Ambari.
Read the Apache Ambari documentation.
Experiment with Apache Ambari by deploying a Hadoop cluster on your local machine.

Six other activities

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Attend a Hadoop workshop

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This activity will give you the opportunity to learn from experts in the field and get hands-on experience with Hadoop.

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Research Hadoop workshops in your area.
Register for a workshop that fits your schedule and interests.
Attend the workshop and participate actively.

Deploy and manage Hadoop clusters on AWS EC2

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This activity will help you gain hands-on experience in deploying and managing Hadoop clusters on AWS, a key skill for working with big data.

Browse courses on Hadoop

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Follow the course syllabus steps to set up and configure your AWS EC2 instance.
Use the Hadoop command line tools to manage the Hadoop cluster, including starting, stopping, and monitoring nodes.
Troubleshoot common issues that may arise when working with Hadoop clusters.

Analyze Reddit comments with Hadoop

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This activity will give you practice with using Hadoop to analyze large datasets, a skill that is in high demand in the data science industry.

Browse courses on Hadoop

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Import the Reddit comments dataset into your Hadoop cluster.
Write a Hadoop MapReduce program to analyze the dataset.
Generate insights from the analysis results.

Build a Hadoop-based data pipeline

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This project will allow you to apply your Hadoop skills to a real-world problem, giving you a taste of what it's like to work with big data in a professional setting.

Browse courses on Hadoop

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Define the scope and objectives of your data pipeline.
Design the architecture of your data pipeline.
Implement your data pipeline using Hadoop.
Test and evaluate your data pipeline.

Contribute to the Apache Hadoop project

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This activity will give you the opportunity to learn from and contribute to the development of Hadoop, one of the most popular big data frameworks in the world.

Browse courses on Hadoop

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Find an issue in the Apache Hadoop project that you can help with.
Fork the Hadoop project and create a branch for your changes.
Implement your changes and submit a pull request.

Write a blog post about your experience with Hadoop

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This activity will help you to reflect on your learning and share your knowledge with others.

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Choose a topic that you are interested in.
Do some research on your topic.
Write a blog post about your findings.
Share your blog post with others.

Career center

Learners who complete Deploying a Hadoop Cluster will develop knowledge and skills that may be useful to these careers:

Data Engineer

A Data Engineer is responsible for the development, deployment, and maintenance of Hadoop clusters. This course from Udacity will teach you all the skills you need to succeed in this role. You'll learn how to deploy Hadoop clusters on Amazon EC2 and Ambari, and how to use them to gain insights from large datasets. This course is a great way to get started in the field of data engineering.

See salaries and explore the career path for Data Engineer

Big Data Analyst

A Big Data Analyst uses Hadoop clusters to analyze large datasets and identify trends and patterns. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to analyze data from a variety of sources, and how to use this data to make informed decisions.

See salaries and explore the career path for Big Data Analyst

Data Scientist

A Data Scientist uses Hadoop clusters to develop and deploy machine learning models. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to prepare data for machine learning, and how to use machine learning to solve real-world problems.

See salaries and explore the career path for Data Scientist

Hadoop Administrator

A Hadoop Administrator is responsible for the day-to-day operation and maintenance of Hadoop clusters. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to install and configure Hadoop, and how to monitor and troubleshoot Hadoop clusters.

See salaries and explore the career path for Hadoop Administrator

Cloud Architect

A Cloud Architect is responsible for designing and deploying cloud-based solutions. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to design and deploy Hadoop clusters on AWS, and how to use Hadoop to build scalable and reliable cloud-based applications.

See salaries and explore the career path for Cloud Architect

Software Engineer

A Software Engineer is responsible for developing and maintaining software applications. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to develop and deploy data-intensive applications.

See salaries and explore the career path for Software Engineer

Database Administrator

A Database Administrator is responsible for the installation, configuration, and maintenance of databases. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to manage large-scale databases.

See salaries and explore the career path for Database Administrator

IT Manager

An IT Manager is responsible for planning, implementing, and managing IT systems. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to deploy and manage Hadoop clusters.

See salaries and explore the career path for IT Manager

Data Analyst

A Data Analyst is responsible for analyzing data and identifying trends and patterns. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to analyze large datasets.

See salaries and explore the career path for Data Analyst

Business Analyst

A Business Analyst is responsible for analyzing business processes and recommending improvements. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to analyze large datasets and identify opportunities for improvement.

See salaries and explore the career path for Business Analyst

Financial Analyst

A Financial Analyst is responsible for analyzing financial data and making investment recommendations. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to analyze large financial datasets.

See salaries and explore the career path for Financial Analyst

Marketing Analyst

A Marketing Analyst is responsible for analyzing marketing data and identifying trends and opportunities. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to analyze large marketing datasets.

See salaries and explore the career path for Marketing Analyst

Operations Research Analyst

An Operations Research Analyst is responsible for developing mathematical models to solve business problems. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to solve large-scale optimization problems.

See salaries and explore the career path for Operations Research Analyst

Statistician

A Statistician is responsible for collecting, analyzing, and interpreting data. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to analyze large statistical datasets.

See salaries and explore the career path for Statistician

Quantitative Analyst

A Quantitative Analyst is responsible for developing and using mathematical models to solve financial problems. This course from Udacity will teach you the skills you need to succeed in this role. You'll learn how to use Hadoop to analyze large financial datasets.

See salaries and explore the career path for Quantitative Analyst

Reading list

We've selected 18 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 Deploying a Hadoop Cluster.

Big Data Analytics with Hadoop 3

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Provides a comprehensive overview of big data analytics, including Hadoop.

Deploying a Hadoop Cluster

Two deals to help you save

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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