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Data Operations

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May 14, 2024 2 minute read
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Data operations involve the various processes involved in managing data, ensuring data quality, and maintaining data infrastructure. It encompasses a wide range of activities, including data ingestion, transformation, storage, retrieval, and analysis. Data operations play a crucial role in enabling organizations to harness the value of their data and make informed decisions.

Why Learn Data Operations?

There are numerous reasons why individuals may choose to learn data operations. Some of the key reasons include:

Path to Data Operations

Take the first step.
We've curated two courses to help you on your path to Data Operations. Use these to develop your skills, build background knowledge, and put what you learn to practice.
Sorted from most relevant to least relevant:

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Reading list

We've selected four 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 Data Operations.
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The Data Warehouse Toolkit
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Provides a comprehensive guide to data warehousing, covering topics such as data modeling, data integration, and data analysis. It is written by a team of experts from the Kimball Group, and is suitable for both beginners and experienced practitioners.
The Data Warehouse Toolkit
Paperback
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The Data Warehouse Toolkit
Kindle Edition
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Big Data, Big Analytics
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Provides a practical guide to big data analytics, covering topics such as data mining, machine learning, and data visualization. It is written by a team of experts from IBM, and is suitable for both beginners and experienced practitioners.
Big Data, Big Analytics: Emerging Business...
Hardcover
$$
Big Data, Big Analytics: Emerging Business...
Kindle Edition
$$
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Hadoop: The Definitive Guide
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Provides a comprehensive guide to Hadoop, covering topics such as data storage, data processing, and data analysis. It is written by a team of experts from Hortonworks, and is suitable for both beginners and experienced practitioners.
Hadoop: The Definitive Guide: Storage and Analysis...
Paperback
$$
Hadoop: The Definitive Guide
Paperback
$$
Hadoop: The Definitive Guide
Kindle Edition
$$
Hadoop: The Definitive Guide
Paperback
$$
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Spark: The Definitive Guide
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Provides a comprehensive guide to Spark, covering topics such as data storage, data processing, and data analysis. It is written by a team of experts from Databricks, and is suitable for both beginners and experienced practitioners.
Spark: The Definitive Guide: Big Data Processing...
Paperback
$$
Spark: The Definitive Guide: Big Data Processing...
Kindle Edition
$$
Relevant careers
Data Engineer
Data Manager
Data Analyst
Database Administrator
Data Scientist
Related topics
Data Science
Data Management
Data Analysis
Big Data
Spark
Hadoop
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