Articoli correlati a Agile Data Science 2.0: Building Full-Stack Data Analytics...
Sinossi
Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they're to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools.
Author Russell Jurney demonstrates how to compose a data platform for building, deploying, and refining analytics applications with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You'll learn an iterative approach that lets you quickly change the kind of analysis you're doing, depending on what the data is telling you. Publish data science work as a web application, and affect meaningful change in your organization.
- Build value from your data in a series of agile sprints, using the data-value pyramid
- Extract features for statistical models from a single dataset
- Visualize data with charts, and expose different aspects through interactive reports
- Use historical data to predict the future via classification and regression
- Translate predictions into actions
- Get feedback from users after each sprint to keep your project on track
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Informazioni sull'autore
Russell Jurney runs a boutique consultancy, Data Syndrome, specializing in building analytics products. He 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 the fog, in Pacifica, California with Bella the Data Dog.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
Risultati della ricerca per Agile Data Science 2.0: Building Full-Stack Data Analytics...
Foto dell'editore
Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark
Da: Evergreen Goodwill, Seattle, WA, U.S.A.
Valutazione del venditore 5 su 5 stelle
paperback. Condizione: Good. Codice articolo mon0000803166
Compra usato
EUR 2,88
Spedizione EUR 3,56
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark
Da: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Good. No Jacket. Former library book; Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. Codice articolo G1491960116I3N10
Compra usato
EUR 6,54
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark
Editore:
O'Reilly Media (edition 1), 2017
ISBN 10: 1491960116
ISBN 13: 9781491960110
Antico o usato
Paperback
Da: BooksRun, Philadelphia, PA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. 1. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Codice articolo 1491960116-8-1
Compra usato
EUR 7,18
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark
Da: HPB-Red, Dallas, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
paperback. Condizione: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Codice articolo S_389262833
Compra usato
EUR 4,60
Spedizione EUR 3,35
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Agile Data Science 2. 0 : Building Full-Stack Data Analytics Applications with Spark
Editore:
O'Reilly Media, Incorporated, 2017
ISBN 10: 1491960116
ISBN 13: 9781491960110
Antico o usato
Brossura
Da: Better World Books: West, Reno, NV, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: Very Good. Pages intact with possible writing/highlighting. Binding strong with minor wear. Dust jackets/supplements may not be included. Stock photo provided. Product includes identifying sticker. Better World Books: Buy Books. Do Good. Codice articolo 42473568-6
Compra usato
EUR 10,39
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark
Da: thebookforest.com, San Rafael, CA, U.S.A.
Valutazione del venditore 4 su 5 stelle
Condizione: New. Well packaged and promptly shipped from California. Partnered with Friends of the Library since 2010. Codice articolo BAY_14_SH_070738
Compra nuovo
EUR 7,39
Spedizione EUR 4,46
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Immagini fornite dal venditore
Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark
Da: Shakespeare Book House, Rockford, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: new. Codice articolo EBBV.1491960116.N
Compra nuovo
EUR 8,73
Spedizione EUR 3,56
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Foto dell'editore
Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark
Da: HPB-Diamond, Dallas, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: 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! Codice articolo S_480469399
Compra usato
EUR 11,95
Spedizione EUR 3,35
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 1 disponibili
Immagini fornite dal venditore
Agile Data Science 2.0 : Building Full-Stack Data Analytics Applications With Spark
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: As New. Unread book in perfect condition. Codice articolo 26314144
Compra usato
EUR 33,30
Spedizione EUR 2,36
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 4 disponibili
Foto dell'editore
Agile Data Science, 2.0: Building Full-Stack Data Analytics Applications with Spark
Editore:
O'Reilly Media, United States, Sebastopol, 2017
ISBN 10: 1491960116
ISBN 13: 9781491960110
Antico o usato
Paperback
Da: WorldofBooks, Goring-By-Sea, WS, Regno Unito
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they're to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools. Author Russell Jurney demonstrates how to compose a data platform for building, deploying, and refining analytics applications with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You'll learn an iterative approach that lets you quickly change the kind of analysis you're doing, depending on what the data is telling you. Publish data science work as a web application, and affect meaningful change in your organization. Build value from your data in a series of agile sprints, using the data-value pyramid Extract features for statistical models from a single dataset Visualize data with charts, and expose different aspects through interactive reports Use historical data to predict the future via classification and regression Translate predictions into actions Get feedback from users after each sprint to keep your project on track. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Codice articolo GOR009661000
Compra usato
EUR 30,70
Spedizione EUR 6,62
Spedito da Regno Unito a U.S.A.
Spedito da Regno Unito a U.S.A.
Quantità: 4 disponibili