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Modeling Data Warehouses using Apache Hive

Youssef Hatem Salem
By the end of this project, you will create your own data warehouse by using a star schema modeling technique that holds baseball raw data gathered from multiple baseball leagues in the States. During the course of this project, you will be using Apache...
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By the end of this project, you will create your own data warehouse by using a star schema modeling technique that holds baseball raw data gathered from multiple baseball leagues in the States. During the course of this project, you will be using Apache Hadoop and Apache Hive as the main tools to build your very own Data Warehouse using HQL as the querying language, which is very similar to SQL. The learner will be introduced to the star schema modeling technique, database creation and handling, data insertion, and data storage using two different methods in Apache Hadoop. Data Warehouses are viewed as the core of any application, as any further step that requires dealing with the data stored such as Data Analytics, building a recommendation system, or applying any sort of Machine Learning will inevitably point out to the start point, which is the data warehouse modeling. This guided project is for students who are aiming to start their careers in the broad field of Data Engineering and the specific field of Data Warehouses Modeling. It will also be of interest to people who are keen on exploring Big Data platforms such as Apache Hadoop and Apache Hive. Note: This project works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Delves into data warehousing, a core concept in data analytics and engineering
Emphasizes practical application of Apache Hadoop and Apache Hive for data warehouse construction
Targeted towards aspiring data engineers and those interested in exploring Big Data platforms
Offers a hands-on approach to data warehouse modeling using the star schema technique
Note that this course is currently only available for learners in North America

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Reviews summary

Data warehousing with hive

This course introduces foundational principles of data warehousing using Apache Hive. Students will build a data warehouse using a star schema model with data from baseball leagues in the United States. The course is geared towards learners who are new to data engineering or data warehousing and would like to learn more about Apache Hive and Hadoop.
Instructor was knowledgeable.
"...and the instructor was very good."
Course content was well-structured.
"The course was well organized..."
Good introduction to Apache Hive basics.
"Great beginner course and introduction to Apache Hive and Apache Hadoop."
Would have liked to see more advanced content.
"I would have like to have seen some advanced queries in the course."
First section could provide better setup instructions.
"The first section is too vague to follow."
"The first section should explain how to start the platform and hive."

Activities

Coming soon We're preparing activities for Modeling Data Warehouses using Apache Hive. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Modeling Data Warehouses using Apache Hive will develop knowledge and skills that may be useful to these careers:
Data Engineer
Data Engineers use Apache Hadoop and Apache Hive to build and maintain data warehouses. This course can help you build a foundation in these tools and learn how to use them to create your own data warehouse. This course can help you learn the skills you need to succeed as a Data Engineer.
Business Intelligence Analyst
Business Intelligence Analysts use data to help businesses make better decisions. This course can help you learn how to use Apache Hadoop and Apache Hive to query data and create reports. This course can help you build a foundation in the skills you need to succeed as a Business Intelligence Analyst.
Data Analyst
Data Analysts use data to make informed decisions. This course can help you learn how to use Apache Hadoop and Apache Hive to query data and create reports. This course can help you build a foundation in the skills you need to succeed as a Data Analyst.
Data Scientist
Data Scientists use data to solve problems. This course can help you learn how to use Apache Hadoop and Apache Hive to query data and create models. This course can help you build a foundation in the skills you need to succeed as a Data Scientist.
Data Warehouse Architect
Data Warehouse Architects design and build data warehouses. This course can help you learn the star schema modeling technique and how to use Apache Hadoop and Apache Hive to create a data warehouse. This course can help you build a foundation in the skills you need to succeed as a Data Warehouse Architect.
Database Administrator
Database Administrators manage databases. This course can help you learn how to use Apache Hadoop and Apache Hive to create and manage data warehouses. This course can help you build a foundation in the skills you need to succeed as a Database Administrator.
Software Engineer
Software Engineers build software. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as a Software Engineer.
Project Manager
Project Managers manage projects. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as a Project Manager.
Data Warehouse Manager
Data Warehouse Managers manage data warehouses. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as a Data Warehouse Manager.
Data Architect
Data Architects design data systems. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as a Data Architect.
IT Manager
IT Managers manage IT systems. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as an IT Manager.
Systems Analyst
Systems Analysts analyze systems. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as a Systems Analyst.
Database Architect
Database Architects design databases. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as a Database Architect.
Information Systems Manager
Information Systems Managers manage information systems. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as an Information Systems Manager.
Big Data Engineer
Big Data Engineers work with big data. This course can help you learn how to use Apache Hadoop and Apache Hive to create data warehouses. This course can help you build a foundation in the skills you need to succeed as a Big Data Engineer.

Reading list

We've selected eight 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 Modeling Data Warehouses using Apache Hive.
Classic work on dimensional modeling, the most widely used data modeling technique for data warehouses. It provides a step-by-step guide to designing and building a data warehouse using dimensional modeling. This book must-read for anyone who wants to learn about data warehouse design.
Is an indispensable resource for anyone who wants to learn about dimensional modeling.
Provides a comprehensive overview of data warehousing using SQL Server. It covers topics such as data modeling, data integration, and data analysis. This book good choice for learners who want to learn about data warehousing using SQL Server.
Provides a comprehensive overview of the fundamental concepts and technologies used in data warehousing. It covers topics such as data warehouse architecture, data modeling, data integration, and data quality management. This book good starting point for learners who are new to data warehousing.
Provides a friendly and approachable introduction to Apache Hive. It covers topics such as data storage, data processing, and data analysis. This book good choice for learners who are new to Apache Hive.

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