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Take Control of Your Big Data with HUE in Cloudera CDH

Working with Big Data is no small task. Jumpstart your Hadoop skills by loading, visualizing, analyzing, and searching your data using Cloudera HUE, the Hadoop User Experience. Take control of your Big Data!

Hadoop is a very complex ecosystem with a potentially pretty steep learning curve to get started from scratch. To make adoption easier, several distributions have been created to integrate all key projects and give a turn-key approach, one of the most popular and complete being Cloudera CDH. In this course, Take Control of Your Big Data with HUE in Cloudera CDH, you'll learn how to leverage Hadoop using a relatable data source. First, you'll explore how to work with the major components of a cluster. Next, you'll discover how to load data into your cluster and how to analyze it with query editors. Finally, you'll go one level beyond with interactive dashboards using HUE. By the end of this course, you'll be able to load, process, and analyze your big data using HUE in Cloudera CDH.

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What's inside

Syllabus

Course Overview

Why HUE? The Case for Hadoop User Experience

Getting Your Data Ready: Loading, Processing & Browsing with HUE

Yet More Data Loading & Processing with HUE

Exploring Your Data with Query Editors

Understanding Hidden Insights Using HUE's Interactive Search Dashboards

Automation & Scheduling with Apache Oozie & HUE

Administering, Securing, and Extending Cloudera HUE

Final Takeaway

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Delves into Hadoop, making it accessible even to beginners

Utilizes Cloudera HUE, the Hadoop User Experience, offering a streamlined interface for handling big data tasks

Introduces automation and scheduling capabilities through Apache Oozie and HUE, enhancing efficiency

Covers the full lifecycle of big data management, from data loading to processing and analysis

Provides hands-on practice with interactive dashboards, enabling learners to visualize and explore data insights

Addresses big data management challenges effectively, offering a comprehensive approach

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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 Take Control of Your Big Data with HUE in Cloudera CDH with these activities:

Review fundamental data structures and algorithms

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Refresh your knowledge of data structures and algorithms to enhance your understanding of Hadoop's underlying concepts.

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Review books or online resources on data structures and algorithms.
Solve practice problems and coding challenges.
Discuss concepts with peers or ask questions in online forums.

Read 'Hadoop: The Definitive Guide' by Tom White

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Gain a comprehensive understanding of Hadoop concepts and best practices.

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

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Acquire a copy of the book.
Read through the chapters and make notes.
Complete the exercises and review the solutions.

Solve Hadoop coding challenges on LeetCode

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Sharpen your Hadoop coding skills through problem-solving exercises.

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Visit LeetCode and filter for Hadoop-related problems.
Select a problem and analyze its requirements.
Implement a solution using Hadoop APIs and techniques.
Submit your solution and review the feedback.

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Career center

Learners who complete Take Control of Your Big Data with HUE in Cloudera CDH will develop knowledge and skills that may be useful to these careers:

Big Data Architect

Big Data Architects design and implement big data solutions. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to design and implement big data solutions that can handle large volumes of data. This course would be particularly helpful for those who want to enter the field of big data architecture or advance their career in this field.

See salaries and explore the career path for Big Data Architect

Hadoop Developer

Hadoop Developers use their knowledge of Hadoop to develop and maintain big data applications. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to build Hadoop applications that can handle large volumes of data. This course would be particularly helpful for those who want to enter the field of Hadoop development or advance their career in this field.

See salaries and explore the career path for Hadoop Developer

Data Engineer

Data Engineers design, build, and maintain the infrastructure that supports data analytics and machine learning applications. This course can help you develop the skills needed to load, process, and analyze data using Cloudera HUE. With these skills, you'll be able to build and maintain data pipelines that can handle large volumes of data. This course would be particularly helpful for those who want to enter the field of data engineering or advance their career in this field.

See salaries and explore the career path for Data Engineer

Data Architect

Data Architects design and implement data architectures. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to design and implement data architectures that can handle large volumes of data. This course would be particularly helpful for those who want to enter the field of data architecture or advance their career in this field.

See salaries and explore the career path for Data Architect

Data Visualization Specialist

Data Visualization Specialists use their skills in data visualization to communicate data insights to stakeholders. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to create data visualizations that can effectively communicate insights to stakeholders. This course would be particularly helpful for those who want to enter the field of data visualization or advance their career in this field.

See salaries and explore the career path for Data Visualization Specialist

Machine Learning Engineer

Machine Learning Engineers use their knowledge of machine learning to develop and maintain machine learning applications. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to build and maintain machine learning applications that can handle large volumes of data. This course would be particularly helpful for those who want to enter the field of machine learning engineering or advance their career in this field.

See salaries and explore the career path for Machine Learning Engineer

Data Scientist

Data Scientists use their knowledge of statistics, programming, and machine learning to extract insights from data. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to build predictive models and develop data-driven solutions to solve business problems. This course would be particularly helpful for those who want to enter the field of data science or advance their career in this field.

See salaries and explore the career path for Data Scientist

Cloud Architect

Cloud Architects design and implement cloud computing solutions. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to design and implement cloud computing solutions that can handle large volumes of data. This course would be particularly helpful for those who want to enter the field of cloud architecture or advance their career in this field.

See salaries and explore the career path for Cloud Architect

Business Intelligence Analyst

Business Intelligence Analysts use data to help businesses make better decisions. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to extract valuable insights from data to help businesses improve their operations and make data-driven decisions. This course would be particularly helpful for those who want to enter the field of business intelligence or advance their career in this field.

See salaries and explore the career path for Business Intelligence Analyst

Data Management Specialist

Data Management Specialists oversee the management of data assets. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to manage data assets effectively and ensure that data is available to stakeholders when they need it. This course would be particularly helpful for those who want to enter the field of data management or advance their career in this field.

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IT Manager

IT Managers oversee the IT infrastructure of an organization. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to manage the IT infrastructure of an organization effectively and ensure that data is available to stakeholders when they need it. This course would be particularly helpful for those who want to enter the field of IT management or advance their career in this field.

See salaries and explore the career path for IT Manager

Database Administrator

Database Administrators oversee the management of databases. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to manage databases effectively and ensure that data is available to stakeholders when they need it. This course would be particularly helpful for those who want to enter the field of database administration or advance their career in this field.

See salaries and explore the career path for Database Administrator

Data Analyst

Data Analysts play a key role in transforming raw data into meaningful insights that can help businesses make better decisions. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera Hadoop User Experience (HUE). With these skills, you'll be able to extract valuable insights from big data to help businesses improve their operations and make data-driven decisions. This course would be particularly helpful for those who want to enter the field of data analytics or advance their career in this field.

See salaries and explore the career path for Data Analyst

Software Engineer

Software Engineers design, develop, and maintain software applications. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to build software applications that can handle large volumes of data. This course would be particularly helpful for those who want to enter the field of software engineering or advance their career in this field.

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Systems Analyst

Systems Analysts analyze and design business systems. This course can help you develop the skills needed to load, process, analyze, and visualize data using Cloudera HUE. With these skills, you'll be able to analyze business systems effectively and make recommendations for improvements. This course would be particularly helpful for those who want to enter the field of systems analysis or advance their career in this field.

See salaries and explore the career path for Systems Analyst

Reading list

We've selected 17 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 Take Control of Your Big Data with HUE in Cloudera CDH.

Hadoop: The Definitive Guide

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This book, now in its fourth edition, provides a comprehensive overview of the Hadoop ecosystem, including HUE. It covers everything from the basics of Hadoop to advanced topics such as security and performance tuning.

Take Control of Your Big Data with HUE in Cloudera CDH

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What's inside

Syllabus

Good to know

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Activities

Career center

Reading list

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