Titolo: Data Science on the Google Cloud Platform: Implementing End-to-End Real-time Data Pipelines: from ingest to machine learning
Editore: O'Reilly Media
Data di pubblicazione: 2018
Lingua: Inglese
ISBN 10: 1491974567
ISBN 13: 9781491974568
Rilegatura: Brossura
Condizione: Very Good

Descrizione articolo

Riassunto

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of the book, you�??ll work through a sample business decision by employing a variety of data science approaches.

Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science.

You�??ll learn how to:

Automate and schedule data ingest, using an App Engine application
Create and populate a dashboard in Google Data Studio
Build a real-time analysis pipeline to carry out streaming analytics
Conduct interactive data exploration with Google BigQuery
Create a Bayesian model on a Cloud Dataproc cluster
Build a logistic regression machine-learning model with Spark
Compute time-aggregate features with a Cloud Dataflow pipeline
Create a high-performing prediction model with TensorFlow
Use your deployed model as a microservice you can access from both batch and real-time pipelines

Informazioni sull?autore

<div><p>Valliappa (Lak) Lakshmanan is currently a Tech Lead for Data and Machine Learning Professional Services for Google Cloud. His mission is to democratize machine learning so that it can be done by anyone anywhere using Google's amazing infrastructure, without deep knowledge of statistics or programming or ownership of a lot of hardware. Before Google, he led a team of data scientists at the Climate Corporation and was a Research Scientist at NOAA National Severe Storms Laboratory, working on machine learning applications for severe weather diagnosis and prediction.</p></div>

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Descrizione libreria

We offer a wide variety of books including fiction and non-fiction titles.

Visita la pagina della libreria

Informazioni sull?azienda del venditore

SBYB, Inc.
900 Knell Rd, Montgomery, IL, 60538, U.S.A.

Condizioni di vendita e spedizione

Condizioni di vendita

We guarantee the condition of every book as it's described on the Abebooks web sites. If you're dissatisfied with your purchase (Incorrect Book/Not as Described/Damaged) or if the order hasn't arrived, you're eligible for a refund within 30 days of the estimated delivery date. If you've changed your mind about a book that you've ordered, please use the Ask bookseller a question link to contact us and we'll respond within 2 business days.

Diritto di recesso

Condizioni di spedizione

Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.

Tariffe di spedizione nazionale per U.S.A.

Tariffe di spedizione nazionale per U.S.A.
Quantit� dell?ordine	Da 4 a 12 giorni lavorativi	Da 3 a 6 giorni lavorativi
Primo articolo	EUR 0.00	EUR 9.32

I tempi di consegna sono stabiliti dai venditori e variano in base al corriere e al paese. Gli ordini che devono attraversare una dogana possono subire ritardi e spetta agli acquirenti pagare eventuali tariffe o dazi associati. I venditori possono contattarti in merito ad addebiti aggiuntivi dovuti a eventuali maggiorazioni dei costi di spedizione dei tuoi articoli.