Taylor and FrancisScience & MathComputersBusinessArts & FilmsSocial ScienceSpringer ltdMANJUL PuBLICATION'Manohar Publishers & Distributors''HistoryLanguagesFictionMedicinePoliticsLawReligionPrakash India private limitedUnknown PublisherEngineeringMoxicUnknown SpringerEBD BOOKS CAFEPrakash India pvt ltdNotion publicationSpringer-Verlag Berlin and Heidelberg GmbH & Co. KSPRINGER PUBLISHERspringersTaylor & FrancisWorld ScientificEmerald PublishingI.B. TaurisSpringer ItdBloomsbury Design LibraryBoydell & BrewerTaylor and Francis GroupTextbooksEBD BOOK CAFE (Error Showing Add Right Value)'Fingerprint publisherAcademic Press IncTaylor & Francis GroupGenericT&T ClarkSpringer Science+Business MediaPrakash books India PVT ltdMorgan & ClaypoolRowman & Littlefield PublishersOrient Blackswan'''Bloomsbury Academic Unknown'''NYU PressSpringer London publisherHachette Book GroupSAGE Publications Pvt. LtdJohn Wiley & Sons IncManjul publication housemanjul published house 'MANJUL PuBLICATIONOrganization for Economic Co-operation and Development (OECD)1137543094Faber & FaberManjul Publishing house Usha Preet Complex BhopalManohar publication & distributorsEmerald Group Pub LtdJohn Wiley & SonsAshgate Gower'Edward Elgar Publishing Ltd'' of ASIN '9463008608'Springer' conflicts with value '1137543094','e 'manjul publishing house pvt. ltdMANJUL PUBLISHED HOUSE USHA PREET COMPLEX BHOPALRoutledge ltdCambridge UniversityMade In indiaKluwerJohn Wiley & Sons LtdHarperCollins e-booksManjul Publishing House 'Prentice-Hall Of India Pvt. Ltd'' conflicts with value 'Springer ltd' of ASIN'Cambridge University Press (Virtual Publishing)MANJUL PUBLISHINGCLASSROOM COMPLETE PRESSSpringer' conflicts with value '' of ASIN '3319497812loomsbury academicEBD book cafePacific Press Publishing AssociationSpringer International Publishing'Ashgate Publishingbloomsburry academic unknownT & T Clark InternationalPenguin IndiaSpringer Berlin HeidelbergAladdinSpringer' conflicts with value '' of ASIN '981103205X'Transworld DigitalRoutledge CurzonCambrigeNation publishTaylor and Francis' of ASIN '3319732382''prakash india pvt ltd' of ASIN '9811033285'Manjul Publication house Usha preet Complex BhopalSimon & Schustermanjul published house usha preet complex bhopal 'MANJUL PuBLICATION'Lawrence Erlbaum Associates'Springer' conflicts with value 'prakash india pvt ltd' of ASIN '3319351354''Academic Press ldt' of ASIN '3319302167'emerald publisherSAGe Publicationboydell & brewe'Unknown Bloomsbury Methuen Drama'Morgan & Claypool Synth eBooksAllen & UnwinVisualSpringerverlag New YorkRANDOM HOUSE US'Springer ltd' of ASIN '331941187X'Taylor & Francis IncSociety for Neuroscienceconflicts with valueScientific PublishersSpringer IndiaOsprey PublishingSpringer' conflicts with value '' of ASIN '3319686755bloomsburry academicTaylor andfrancis' of ASIN '3319733206'Classroom Complete Pr'Springer' of ASIN '9811005540Springer' conflicts with value '' of ASIN '3319201344Harper Collins'Springer' conflicts with value 'prakash india pvt ltd'' of ASIN '3319587951'Lightning Source IncBerkleyManjool Publishing House Usha preet Complex BhopalHowell BooksShell EducationWrox PressSheffield Academic Press'Springer' conflicts with value '' of ASIN '3319329634Cambridge University Press ltd'Springer' of ASIN ''Unknown Springer' of ASIN '3319926039''Elsevier Science Publishing Co Inc' of ASIN '1493937375'Manjul Publishing House Pvt. LtdRoutledgconflicts with value 'Springer' of ASIN 'Springer Nature Switzerland AG RoutledgeSpringer' conflicts with value '' of ASIN '3319298445Mills & BoonTata McGraw Hill EducationSAGERoutledgefalmerNotion publication'' of ASIN '9463009744''Springer ltd' of ASIN '331949984X''Elsevier Science Publishing Co Inc' fSpringer ltd' of ASIN 'B0DJ94X5L6'Manohar Publishers & Distributors' of ASIN '3319415506Rowman & LittlefieldFacetconflicts with value 'Manohar Publishers & Distributors'' of ASIN 'Frank Cass PublishersUnknown RoutledgeR & L EducationCliffs Notes'Springer' conflicts with value '' of ASIN '3319218948Unknown Springer' of ASIN '3319509624'RHCP DigitalEbury Digital'Taylor and Francis' of ASIN '''Springer Nature Switzerland AG' of ASIN 'B0DFX4X3F1'Taylor and Francis ltdNarr Dr. GunterSpringer ltd' of ASIN 'B0DHVDM62VSpringer' of ASIN 'B0DJD2V9BD'DC BooksNotion publication' of ASIN '3319603795Scientific Publishers Journals Dept'Springer' conflicts with value '' of ASIN '3319269976Pergamon PressSpringer' conflicts with value '' of ASIN '9811071071Notion PublisherSpringer' conflicts with value '' of ASIN '3662484390Praeger Publishers IncSpringer' conflicts with value '' of ASIN '3319597434'Fingerprint publisheRoutledge Chapman & Hall''Springer'' of ASIN '9811311110'aylor and Francis'Methuen Publishing'Manohar Publishers & DistributorVintage DigitalManohar Publishers & Distributors' of ASIN '3319408275'Springer' of ASIN '9811012016'Minotaur BooksDel ReyHarlequinAvon'Springer' conflicts with value '' of ASIN '3319786679'Abela Publishing'MANJUL PuBLICATION' of ASIN '3319582771'Springer' 'EBD BOOK CAFE (Error Showing Add Right Value)' of ASIN '331938953X''Springer' conflicts with value '' of ASIN '9811043795'Wiley ldtSpringer Verlag Berlin Heidelberg'Springer' of ASIN '3319922076'Unknown Springer' of ASIN '9811014191'Unknown Springer' of ASIN '331958829XTaylor & Francis DUMP LISTBloomsbury ProfessionalSpringer' conflicts with value '' of ASIN '3319294547''Springer' conflicts with value '' of ASIN '3319428136Brunner-RoutledgeYork Medieval PrSpringer ltd' of ASIN 'B0DHZCY3ZT'Renaissance Books'Springer ltd' of ASIN '9463510508'University of MissouriCamden House IncPergamon Flexible LearningArrowDeseret Book CompanyTaylor and FranciCambridge University Press,Springer Itd,"Prakash India private limited""''Springer'''Springer publisher' of ASIN '331961343X'Sage ltd'Springer' conflicts with value '' of ASIN '3319546996Emerald Publishing ltd' of ASIN '331951721XSpringer' conflicts with value '' of ASIN '3319200224Frommer'sManjul published houseTotal-E-BoundElsevier Science PublishingScience PressSpringer' of ASIN '3030253813HARVARD BUSINESS ltdAspatore BooksSpringer' conflicts with value '' of ASIN '1484218760Cambridge University Press' of ASIN '331975405Xconflicts with value 'Boydell & Brewer' of ASINPrakash India private limited' of ASIN '3319588354'Scientific Publishers IndiaMason CrestSpringer Singaporespringer' of ASIN '331944350X'Simon & Schuster Books for Young Readers'Springer' conflicts with value '' of ASIN '3319530135Infinite Ideas LimitedConcept Publishing Company Pvt. Ltd'Springer' conflicts with value '' of ASIN '3319444476'' conflicts with value 'prakash india pvt ltd'' of ASIN'Springer' conflicts with value 'Prakash India private limited' of ASIN '331939567X''Springer-Verlag Berlin and Heidelberg GmbH & Co. K' of ASIN '1484225503Standards Information Network'Manohar Publishers & Distributors' of ASIN '3319491903Kluwer Academic Pub (E)Agrobios indiaSpringer Itd' of ASIN'EBD BOOKS CAFE PACKER MANJUL PUBLISHED HOUSE USHA PREET COMPLEX BHOPAL'Springer' conflicts with value '' of ASIN '3319312456manohar pubWiley-IEEE Computer Society Prof ASIN'Springer' conflicts with value '' of ASIN '331942937XBloomsbury UKSimon & Schuster AustraliaBig Sky PublishingHuman Resource Development PrSpringer' conflicts with value '' of ASIN '3319463942'Springer' conflicts with value 'prakash india pvt ltd' of ASIN '9463008667''Springer' conflicts with value '' of ASIN '3319393871''Springer' conflicts with value '' of ASIN '3319894919'Springer ltd'' of ASIN '9463003703Prakash india private ltdManohar publishers and distributorsSpringer' conflicts with value '' of ASIN '3319409255'Springer' conflicts with value '' conflicts with value 'Springer' of ASIN '' of ASIN '1484234359Rodolfa, Emil 2018 APAconflicts with value 'Taylor and Francis' of ASINSpringer' conflicts with value '' of ASIN '9811089299'Springer' conflicts with value '' of ASIN '1493963740Manohar Publishers & Distributors' of ASIN '3319540548'Springer ltd' of ASIN '946300534X''Springer' conflicts with value 'RIDDLEDWITHSTYLE' of ASIN '3319682016'cambridge university press' of ASIN '3319895753''Notion publication' of ASIN '3319515411notion publisher' of ASIN '3319772317Charles C Thomas Pub LtdTechnical PublicationsMANJUL PIBLICATION'' conflicts with value '' of ASIN 'University of South Africa3G Elearning'Notion publications'DELRParramonthe value '' for ASIN'Unknown Springer' of ASIN '3319610821'Others
All Books
Data Science Ethics (English, David Martens)
Philosophy

Data Science Ethics (English, David Martens)

1,271.58

Inclusive of all applicable taxes. FREE shipping on all orders.

Quantity:
1
Share:
Free DeliveryOn every order
15-Day ReturnEasy returns
Genuine BookPhysical copy only

Available Offers

  • 🚚Free DeliveryFree shipping on all orders
  • 💵Cash on DeliveryPay when your order arrives
  • ↩️15-Day Easy ReturnsHassle-free return policy
  • 🔒Cash on DeliveryPay safely when your order arrives

Check Delivery

Product Description

Data science ethics is all about what is right and wrong when conducting data science. Data science has so far been primarily used for positive outcomes for businesses and society. However, just as with any technology, data science has also come with some negative consequences: an increase of privacy invasion, data-driven discrimination against sensitive groups, and decision making by complex models without explanations. While data scientists and business managers are not inherently unethical, they are not trained to weigh the ethical considerations that come from their work - iData Science Ethics/i addresses this increasingly significant gap and highlights different concepts and techniques that aid understanding, ranging from k-anonymity and differential privacy to homomorphic encryption and zero-knowledge proofs to address privacy concerns, techniques to remove discrimination against sensitive groups, and various explainable AI techniques. Real-life cautionary tales further illustrate the importance and potential impact of data science ethics, including tales of racist bots, search censoring, government backdoors, and face recognition. The book is punctuated with structured exercises that provide hypothetical scenarios and ethical dilemmas for reflection that teach readers how to balance the ethical concerns and the utility of data.

Product description Review An excellent reading with both depth and breadth on some of the most important challenges and risks data scientists, businesses, governments and societies face today as Artificial Intelligence adoption grows. These are topics everyone needs to be aware of, and this is one of the very few must read books on these issues ― Theodoros Evgeniou, Professor of Decision Sciences and Technology Management at INSEAD, FranceThis is an important and timely book for data scientists, written in a clear and engaging way. Motivated by many relevant examples, the author successfully de-mystifies data ethics lingo and presents a comprehensive view of ethical considerations during the entire data science lifecycle. ― Galit Shmueli, Tsing Hua Distinguished Professor, Institute of Service Science and Institute Director, College of Technology Management, National Tsing Hua University, Taiwan About the Author David Martens, Professor of Data Science, University of Antwerp, BelgiumDavid Martens is Professor of Data Science at the Department of Engineering Management, University of Antwerp, Belgium. He teaches data mining and data science and ethics to postgraduate students studying business economics and business engineering. In his work, David has collaborated with large banks, insurance companies and telco companies, as well as with various technology startups. His research has been published in high-impact journals and has received several awards.

Book Specifications

ISBN-139780192847263
ISBN-100192847260
Publisher‎ Oxford Univ Pr on Demand
Language‎ English
Dimensions‎ 24.13 x 2.03 x 16 cm
Weight‎ 599 g
CategoryPhilosophy › Ethics

Frequently Asked Questions

What is the price of Data Science Ethics?
Data Science Ethics is available at ₹1,271.58 on BookShops.in.
Does BookShops.in offer free delivery for Data Science Ethics?
FREE delivery on all orders for Data Science Ethics.
Is Cash on Delivery available for Data Science Ethics?
Yes, Cash on Delivery (COD) is available for Data Science Ethics on BookShops.in. Pay when your order arrives.
What is the return policy for Data Science Ethics?
BookShops.in offers a 15-day hassle-free return policy for Data Science Ethics. Contact us at [email protected] or call +91 81899 68108.
Is Data Science Ethics authentic?
Data Science Ethics is listed on BookShops.in after verification of product details including ISBN, title, and availability information.
Get In Touch

Contact BookShops.in

Find our bookstore in Madurai on the map below, or let us know about your reading experience by leaving a review.

Phone+91 81899 68108
Address12, Rajan Street, Main Road, KK Nagar, Madurai Tamilnadu 625020 India
Support HoursMon–Sat, 10:00 AM – 6:00 PM (IST)

Value your feedback

Enjoyed the books you ordered from us? Your review helps fellow readers discover our store and helps us improve.

Leave a Google Review

Your Cart

Your cart is empty

Add books to get started