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Data Science for Dummies
Discover how data science can help you gain in-depth insight into your business - the easy way!
Jobs in data science abound, but few people have the data science skills needed to fill these increasingly important roles in organizations. "Data Science For Dummies" is the perfect starting point for IT professionals and students interested in making sense of their organization's massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you'll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization.Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysisDetails different data visualization techniques that can be used to showcase and summarize your dataExplains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniquesIncludes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark
It's a big, big data world out there - let "Data Science For Dummies" help you harness its power and gain a competitive edge for your organization.
Jobs in data science abound, but few people have the data science skills needed to fill these increasingly important roles in organizations. "Data Science For Dummies" is the perfect starting point for IT professionals and students interested in making sense of their organization's massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you'll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization.Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysisDetails different data visualization techniques that can be used to showcase and summarize your dataExplains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniquesIncludes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark
It's a big, big data world out there - let "Data Science For Dummies" help you harness its power and gain a competitive edge for your organization.
408 pages, Kindle Edition
First published May 19, 2014
6 people want to read
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Displaying 1 of 1 review
November 10, 2023
An introduction to Data Science. A number of guidelines, rules and principles were outlined.
It's good if you need a primer, but for anything beyond basic, you may want to try something else.
It's good if you need a primer, but for anything beyond basic, you may want to try something else.
Displaying 1 of 1 review