Practical Data Science with R

4,14 valoración promedio
( 66 valoraciones por Goodreads )
 
9781617291562: Practical Data Science with R
Ver todas las copias de esta edición ISBN.
 
 
Reseña del editor:

Summary

Practical Data Science with R lives up to its name. It explains basic principles without the theoretical mumbo-jumbo and jumps right to the real use cases you'll face as you collect, curate, and analyze the data crucial to the success of your business. You'll apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business intelligence, and decision support.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Book

Business analysts and developers are increasingly collecting, curating, analyzing, and reporting on crucial business data. The R language and its associated tools provide a straightforward way to tackle day-to-day data science tasks without a lot of academic theory or advanced mathematics.

Practical Data Science with R shows you how to apply the R programming language and useful statistical techniques to everyday business situations. Using examples from marketing, business intelligence, and decision support, it shows you how to design experiments (such as A/B tests), build predictive models, and present results to audiences of all levels.

This book is accessible to readers without a background in data science. Some familiarity with basic statistics, R, or another scripting language is assumed.

What's Inside

  • Data science for the business professional
  • Statistical analysis using the R language
  • Project lifecycle, from planning to delivery
  • Numerous instantly familiar use cases
  • Keys to effective data presentations

About the Authors

Nina Zumel and John Mount are cofounders of a San Francisco-based data science consulting firm. Both hold PhDs from Carnegie Mellon and blog on statistics, probability, and computer science at win-vector.com.

Table of Contents

    PART 1 INTRODUCTION TO DATA SCIENCE

  1. The data science process
  2. Loading data into R
  3. Exploring data
  4. Managing data
  5. PART 2 MODELING METHODS

  6. Choosing and evaluating models
  7. Memorization methods
  8. Linear and logistic regression
  9. Unsupervised methods
  10. Exploring advanced methods
  11. PART 3 DELIVERING RESULTS

  12. Documentation and deployment
  13. Producing effective presentations

Biografía del autor:

Nina Zumel co-founded Win-Vector, a data science consulting firm in San Francisco. She holds a PH.D. in robotics from Carnegie Mellon and was a content developer for EMC's Data Science and Big Data Analytics Training Course. Nina also contributes to the Win-Vector Blog, which covers topics in statistics, probability, computer science, mathematics and optimization.

John Mount co-founded Win-Vector, a data science consulting firm in San Francisco. He has a Ph.D. in computer science from Carnegie Mellon and over 15 years of applied experience in biotech research, online advertising, price optimization and finance. He contributes to the Win-Vector Blog, which covers topics in statistics, probability, computer science, mathematics and optimization.

"Sobre este título" puede pertenecer a otra edición de este libro.

Los mejores resultados en AbeBooks

Edición internacional
Edición internacional

1.

Zumel
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo Softcover Original o primera edición Cantidad disponible: > 20
Edición internacional
Librería
LowPriceBookDeals
(Wilmington, DE, Estados Unidos de America)
Valoración
[?]

Descripción Softcover. Condición: New. 1st edition. Brand NEW, Paperback International Edition. Black & White or color, Cover and ISBN may be different but similar contents as US editions. Standard delivery takes 5-9 business days by USPS/DHL with tracking number. Choose expedited shipping for superfast delivery 3-5 business days by UPS/DHL/FEDEX. We also ship to PO Box addresses but by Standard delivery and shipping charges will be extra. International Edition Textbooks may bear a label -Not for sale in the U.S. or Canada- etc. printed only to discourage U.S. students from obtaining an affordable copy. Legal to use despite any disclaimer on cover as per US court. No access code or CD included unless specified. In some instances, the international textbooks may have different exercises at the end of the chapters. Printed in English. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. In case of orders from Europe, custom charges may comply by the relevant government authority and we are not liable for it. 100% Customer satisfaction guaranteed! Please feel free to contact us for any queries. Nº de ref. del artículo: ABUS1512026

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 13,80
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,40
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

2.

Zumel, Nina; Mount, John
Publicado por Manning
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo Tapa blanda Cantidad disponible: 6
Edición internacional
Librería
Sunshine Book Store
(Wilmington, DE, Estados Unidos de America)
Valoración
[?]

Descripción Manning. Condición: New. 1617291560 This is an International Edition. Brand New, Paperback, Delivery within 6-14 business days, Similar Contents as U.S Edition, ISBN and Cover design may differ, printed in Black & White. Choose Expedited shipping for delivery within 3-8 business days. We do not ship to PO Box, APO , FPO Address. In some instances, subjects such as Management, Accounting, Finance may have different end chapter case studies and exercises. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" and "Content may different from U.S. Edition" - printed only to discourage U.S. students from obtaining an affordable copy. The U.S. Supreme Court has asserted your right to purchase international editions, and ruled on this issue. Access code/CD is not provided with these editions , unless specified. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. Customer satisfaction guaranteed. Nº de ref. del artículo: AU_9781617291562

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 17,35
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

3.

Nina Zumel; John Mount
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo Paperback Cantidad disponible: > 20
Edición internacional
Librería
Sunshine Book Store
(Wilmington, DE, Estados Unidos de America)
Valoración
[?]

Descripción Paperback. Condición: NEW. This is an International Edition. Brand New, Paperback, Delivery within 6-14 business days, Similar Contents as U.S Edition, ISBN and Cover design may differ, printed in Black & White. Choose Expedited shipping for delivery within 3-8 business days. We do not ship to PO Box, APO , FPO Address. In some instances, subjects such as Management, Accounting, Finance may have different end chapter case studies and exercises. International Edition Textbooks may bear a label ""Not for sale in the U.S. or Canada"" and ""Content may different from U.S. Edition"" - printed only to discourage U.S. students from obtaining an affordable copy. The U.S. Supreme Court has asserted your right to purchase international editions, and ruled on this issue. Access code/CD is not provided with these editions , unless specified. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. Customer satisfaction guaranteed. Nº de ref. del artículo: AU_9789351194378

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 17,47
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

4.

Nina Zumel, John Mount
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo Soft cover Cantidad disponible: 19
Edición internacional
Librería
Books in my Basket
(New Delhi, India)
Valoración
[?]

Descripción 2014. Soft cover. Condición: New. International Edition. Book cover and ISBN different from US edition. Territorial Restrictions maybe printed on the book. This is an international edition. Nº de ref. del artículo: 495718

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 13,13
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 5,25
De India a Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

5.

Zumel, Nina; Mount, John
Publicado por Manning
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo PAPERBACK Cantidad disponible: 10
Edición internacional
Librería
WFL
(Holtsville, NY, Estados Unidos de America)
Valoración
[?]

Descripción Manning. PAPERBACK. Condición: New. 1617291560 New ,Paperback , International Edition , Same text as US edition ,Different ISBN /Cover , printed in english , Ready to ship, fast delivery (5-8 busienss days ) worldwide. Nº de ref. del artículo: INAM29T2306

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 14,85
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,22
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

6.

Zumel, Nina; Mount, John
Publicado por Manning
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo PAPERBACK Cantidad disponible: 10
Edición internacional
Librería
Heidle S
(NEW MARSKE, REDCA, Reino Unido)
Valoración
[?]

Descripción Manning. PAPERBACK. Condición: New. 1617291560 Brand New ,International Edition ,Paperback , Same content as U.S edition ,Different ISBN & Cover , we ship from UK , EU ,fast delivery wordwide ( 5-8 business days ). Nº de ref. del artículo: IN121L2269

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 13,94
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 5,14
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

7.

Nina Zumel , John Mount
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo Paperback Cantidad disponible: 1
Edición internacional
Librería
PRIORITY BOOKS
(Springfield, VA, Estados Unidos de America)
Valoración
[?]

Descripción Paperback. Condición: New. Softcover Book, New Condition, Fast Shipping. Ready in Stock. 1st Edition. [Please Read Carefully Before Buying], This Is An International Edition. Printed In Black and White. 416 Pages, Book Cover And ISBN No May Be Different From US Edition. Restricted Sales Disclaimer Wordings Not For Sales In USA And Canada May Be Printed On The Cover Of The Book. Standard Shipping 7-14 Business Days. Expedited Shiping 4-8 Business Days. ***WE DO NOT ENTERTAIN BULK ORDERS.*** The Books May Be Ship From Overseas For Inventory Purpose. Nº de ref. del artículo: 375334

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 16,40
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,44
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

8.

Nina Zumel; John Mount
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo Paperback Cantidad disponible: 14
Edición internacional
Librería
US_Superfast_Bookstore
(New Castle, DE, Estados Unidos de America)
Valoración
[?]

Descripción Paperback. Condición: NEW. This is an International Edition Brand New Paperback Same Title Author and Edition as listed. ISBN and Cover design differs. Similar Contents as U.S Edition. Standard Delivery within 6-14 business days ACROSS THE GLOBE. We can ship to PO Box address in US. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" or "For sale in Asia only" or similar restrictions- printed only to discourage students from obtaining an affordable copy. US Court has asserted your right to buy and use International edition. Access code/CD may not provided with these editions. We may ship the books from multiple warehouses across the globe including Asia depending upon the availability of inventory. Printed in English. Customer satisfaction guaranteed. Nº de ref. del artículo: U_9789351194378

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 20,53
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío

9.

Nina Zumel , John Mount
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo Paperback Cantidad disponible: 1
Edición internacional
Librería
Nick Book House
(Fresno, CA, Estados Unidos de America)
Valoración
[?]

Descripción Paperback. Condición: New. New, Softcover International Edition, Printed in Black and White, Different ISBN, Same Content As US edition, Book Cover may be Different, in English Language. Nº de ref. del artículo: 24611

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 17,34
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,44
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

10.

Nina Zumel , John Mount
ISBN 10: 1617291560 ISBN 13: 9781617291562
Nuevo Paperback Original o primera edición Cantidad disponible: 2
Edición internacional
Librería
ZerichSpace
(Antioch, CA, Estados Unidos de America)
Valoración
[?]

Descripción Paperback. Condición: New. New condition. Softcover book, 1st Edition. (Read Description Before Buying), This is an international Edition. Black and White Book. ISBN or covers May Be Different From US Edition. Book may have Restricted Sales Disclaimer Wordings printed on cover. Books May Be Shipped From Overseas as per stock status. Nº de ref. del artículo: 834279

Más información sobre este vendedor | Contactar al vendedor

Comprar nuevo
EUR 17,88
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,44
A Estados Unidos de America
Destinos, gastos y plazos de envío

Existen otras copia(s) de este libro

Ver todos los resultados de su búsqueda