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Mining big data requires a deep investment in people and time. How can you be sure you’re building the right models? With this hands-on book, you’ll learn a flexible toolset and methodology for building effective analytics applications with Hadoop.
Using lightweight tools such as Python, Apache Pig, and the D3.js library, your team will create an agile environment for exploring data, starting with an example application to mine your own email inboxes. You’ll learn an iterative approach that enables you to quickly change the kind of analysis you’re doing, depending on what the data is telling you. All example code in this book is available as working Heroku apps.
- Create analytics applications by using the agile big data development methodology
- Build value from your data in a series of agile sprints, using the data-value stack
- Gain insight by using several data structures to extract multiple features from a single dataset
- Visualize data with charts, and expose different aspects through interactive reports
- Use historical data to predict the future, and translate predictions into action
- Get feedback from users after each sprint to keep your project on track
Biografía del autor
Russell Jurney cut his data teeth in casino gaming, building web apps to analyze the performance of slot machines in the US and Mexico. After dabbling in entrepreneurship, interactive media and journalism, he moved to silicon valley to build analytics applications at scale at Ning and LinkedIn. He lives on the ocean in Pacifica, California with his wife Kate and two fuzzy dogs.
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- VerlagO'Reilly Media
- Erscheinungsdatum2013
- ISBN 10 1449326269
- ISBN 13 9781449326265
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten164
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Agile Data Science: Building Data Analytics Applications with Hadoop
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Agile Data Science: Building Data Analytics Applications with Hadoop
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Agile Data Science
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Agile Data Science: Building Data Analytics Applications with Hadoop
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paperback. Zustand: Very Good. Connecting readers with great books since 1972! Used books may not include companion materials, and may have some shelf wear or limited writing. We ship orders daily and Customer Service is our top priority! Bestandsnummer des Verkäufers S_409716579
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Agile Data Science: Building Data Analytics Applications with Hadoop
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paperback. Zustand: Very Good. Connecting readers with great books since 1972! Used books may not include companion materials, and may have some shelf wear or limited writing. We ship orders daily and Customer Service is our top priority! Bestandsnummer des Verkäufers S_425428013
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Agile Data Science
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O'Reilly Media, Inc, USA, 2013
ISBN 10: 1449326269
ISBN 13: 9781449326265
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Zustand: Sehr gut. Zustand: Sehr gut - Gepflegter, sauberer Zustand. | Seiten: 178 | Sprache: Englisch | Produktart: Bücher. Bestandsnummer des Verkäufers 22647860/2
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