skip to content
The mathematics of data Preview this item
ClosePreview this item
Checking...

The mathematics of data

Author: Michael W MahoneyJohn DuchiAnna C GilbertInstitute for Advanced Study (Princeton, N.J.)Society for Industrial and Applied Mathematics.All authors
Publisher: [Providence, Rhode Island] : American Mathematical Society, [2018]
Series: IAS/Park City mathematics series, v. 25.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Summary:

Data science is a highly interdisciplinary field, incorporating ideas from applied mathematics, statistics, probability, and computer science, as well as many other areas. This book provides an  Read more...

Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Conference papers and proceedings
Congresses
Material Type: Conference publication
Document Type: Book
All Authors / Contributors: Michael W Mahoney; John Duchi; Anna C Gilbert; Institute for Advanced Study (Princeton, N.J.); Society for Industrial and Applied Mathematics.; Park City Mathematics Institute.
ISBN: 9781470435752 1470435756
OCLC Number: 1043052286
Notes: "Institute for Advanced Study."
"Society for Industrial and Applied Mathematics."
Based on a series of lectures held July 2016, at the Park City Mathematics Institute.
Description: xii, 325 pages : illustrations ; 27 cm.
Contents: Lectures on randomized numerical linear algebra / Petros Drineas and Michael W. Mahoney --
Optimization algorithms for data analysis / Stephen J. Wright --
Introductory lectures on stochastic optimization / John C. Duchi --
Randomized methods for matrix computations / Per-Gunnar Martinsson --
Four lectures on probabilistic methods for data dcience / Roman Vershynin --
Homological Algebra and Data / Robert Ghrist.
Series Title: IAS/Park City mathematics series, v. 25.
Responsibility: Michael W. Mahoney, John C. Duchi, Anna C. Gilbert, editors.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1043052286> # The mathematics of data
    a schema:CreativeWork, schema:Book ;
    library:oclcnum "1043052286" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/riu> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/operations_research_mathematical_programming_research_exposition_monographs_survey_articles> ; # Operations research, mathematical programming -- Research exposition (monographs, survey articles)
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/data_science> ; # Data Science
    schema:about <http://dewey.info/class/510/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/mathematik> ; # Mathematik
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/probability_theory_and_stochastic_processes_research_exposition_monographs_survey_articles> ; # Probability theory and stochastic processes -- Research exposition (monographs, survey articles)
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/convex_and_discrete_geometry_research_exposition_monographs_survey_articles> ; # Convex and discrete geometry -- Research exposition (monographs, survey articles)
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/big_data> ; # Big data
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/computer_science_research_exposition_monographs_survey_articles> ; # Computer science -- Research exposition (monographs, survey articles)
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/numerical_analysis_research_exposition_monographs_survey_articles> ; # Numerical analysis -- Research exposition (monographs, survey articles)
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/mathematics_teachers_training_of> ; # Mathematics teachers--Training of
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/statistics_research_exposition_monographs_survey_articles> ; # Statistics -- Research exposition (monographs, survey articles)
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/mathematics_study_and_teaching> ; # Mathematics--Study and teaching
    schema:about <http://experiment.worldcat.org/entity/work/data/9382636649#Topic/linear_and_multilinear_algebra_matrix_theory_research_exposition_monographs_survey_articles> ; # Linear and multilinear algebra; matrix theory -- Research exposition (monographs, survey articles)
    schema:bookFormat bgn:PrintBook ;
    schema:contributor <http://experiment.worldcat.org/entity/work/data/9382636649#Organization/institute_for_advanced_study_princeton_n_j> ; # Institute for Advanced Study (Princeton, N.J.)
    schema:contributor <http://experiment.worldcat.org/entity/work/data/9382636649#Organization/society_for_industrial_and_applied_mathematics> ; # Society for Industrial and Applied Mathematics.
    schema:contributor <http://experiment.worldcat.org/entity/work/data/9382636649#Organization/park_city_mathematics_institute> ; # Park City Mathematics Institute.
    schema:datePublished "2018" ;
    schema:editor <http://experiment.worldcat.org/entity/work/data/9382636649#Person/gilbert_anna_c_anna_catherine_1972> ; # Anna Catherine Gilbert
    schema:editor <http://experiment.worldcat.org/entity/work/data/9382636649#Person/duchi_john> ; # John Duchi
    schema:editor <http://experiment.worldcat.org/entity/work/data/9382636649#Person/mahoney_michael_w> ; # Michael W. Mahoney
    schema:exampleOfWork <http://worldcat.org/entity/work/id/9382636649> ;
    schema:genre "Conference papers and proceedings"@en ;
    schema:genre "Conference publication"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/9382636649#Series/ias_park_city_mathematics_series> ; # IAS/Park City mathematics series ;
    schema:name "The mathematics of data"@en ;
    schema:productID "1043052286" ;
    schema:workExample <http://worldcat.org/isbn/9781470435752> ;
    umbel:isLike <http://bnb.data.bl.uk/id/resource/GBB978655> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1043052286> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/9382636649#Organization/institute_for_advanced_study_princeton_n_j> # Institute for Advanced Study (Princeton, N.J.)
    a schema:Organization ;
    schema:name "Institute for Advanced Study (Princeton, N.J.)" ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Organization/park_city_mathematics_institute> # Park City Mathematics Institute.
    a schema:Organization ;
    schema:name "Park City Mathematics Institute." ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Organization/society_for_industrial_and_applied_mathematics> # Society for Industrial and Applied Mathematics.
    a schema:Organization ;
    schema:name "Society for Industrial and Applied Mathematics." ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Person/duchi_john> # John Duchi
    a schema:Person ;
    schema:familyName "Duchi" ;
    schema:givenName "John" ;
    schema:name "John Duchi" ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Person/gilbert_anna_c_anna_catherine_1972> # Anna Catherine Gilbert
    a schema:Person ;
    schema:birthDate "1972" ;
    schema:familyName "Gilbert" ;
    schema:givenName "Anna Catherine" ;
    schema:givenName "Anna C." ;
    schema:name "Anna Catherine Gilbert" ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Person/mahoney_michael_w> # Michael W. Mahoney
    a schema:Person ;
    schema:familyName "Mahoney" ;
    schema:givenName "Michael W." ;
    schema:name "Michael W. Mahoney" ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Series/ias_park_city_mathematics_series> # IAS/Park City mathematics series ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1043052286> ; # The mathematics of data
    schema:name "IAS/Park City mathematics series ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/computer_science_research_exposition_monographs_survey_articles> # Computer science -- Research exposition (monographs, survey articles)
    a schema:Intangible ;
    schema:name "Computer science -- Research exposition (monographs, survey articles)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/convex_and_discrete_geometry_research_exposition_monographs_survey_articles> # Convex and discrete geometry -- Research exposition (monographs, survey articles)
    a schema:Intangible ;
    schema:name "Convex and discrete geometry -- Research exposition (monographs, survey articles)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/linear_and_multilinear_algebra_matrix_theory_research_exposition_monographs_survey_articles> # Linear and multilinear algebra; matrix theory -- Research exposition (monographs, survey articles)
    a schema:Intangible ;
    schema:name "Linear and multilinear algebra; matrix theory -- Research exposition (monographs, survey articles)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/mathematics_study_and_teaching> # Mathematics--Study and teaching
    a schema:Intangible ;
    schema:name "Mathematics--Study and teaching"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/mathematics_teachers_training_of> # Mathematics teachers--Training of
    a schema:Intangible ;
    schema:name "Mathematics teachers--Training of"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/numerical_analysis_research_exposition_monographs_survey_articles> # Numerical analysis -- Research exposition (monographs, survey articles)
    a schema:Intangible ;
    schema:name "Numerical analysis -- Research exposition (monographs, survey articles)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/operations_research_mathematical_programming_research_exposition_monographs_survey_articles> # Operations research, mathematical programming -- Research exposition (monographs, survey articles)
    a schema:Intangible ;
    schema:name "Operations research, mathematical programming -- Research exposition (monographs, survey articles)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/probability_theory_and_stochastic_processes_research_exposition_monographs_survey_articles> # Probability theory and stochastic processes -- Research exposition (monographs, survey articles)
    a schema:Intangible ;
    schema:name "Probability theory and stochastic processes -- Research exposition (monographs, survey articles)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/9382636649#Topic/statistics_research_exposition_monographs_survey_articles> # Statistics -- Research exposition (monographs, survey articles)
    a schema:Intangible ;
    schema:name "Statistics -- Research exposition (monographs, survey articles)"@en ;
    .

<http://worldcat.org/isbn/9781470435752>
    a schema:ProductModel ;
    schema:isbn "1470435756" ;
    schema:isbn "9781470435752" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.