عنوان
پدید آورنده
موضوع
رده
QA76.9.D343
QA76
.
9
.
D343
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
111881004X
(Number (ISBN
1118810090
(Number (ISBN
9781118810040
(Number (ISBN
9781118810095
Erroneous ISBN
1118810082
Erroneous ISBN
9781118810088
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Developing Analytic Talent :
General Material Designation
[Book]
Other Title Information
Becoming a Data Scientist /
First Statement of Responsibility
Vincent Granville.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (338 pages)
CONTENTS NOTE
Text of Note
Introduction; Chapter 1: What Is Data Science?; Real Versus Fake Data Science; The Data Scientist; Data Science Applications in 13 Real-World Scenarios; Data Science History, Pioneers, and Modern Trends; Summary; Chapter 2: Big Data Is Different; Two Big Data Issues; Examples of Big Data Techniques; What MapReduce Can't Do; Communication Issues; Data Science: The End of Statistics?; The Big Data Ecosystem; Summary; Chapter 3: Becoming a Data Scientist; Key Features of Data Scientists; Types of Data Scientists; Data Scientist Demographics; Training for Data Science
Text of Note
Data Scientist Career PathsSummary; Chapter 4: Data Science Craftsmanship, Part I; New Types of Metrics; Choosing Proper Analytics Tools; Visualization; Statistical Modeling Without Models; Three Classes of Metrics: Centrality, Volatility, Bumpiness; Statistical Clustering for Big Data; Correlation and R-Squared for Big Data; Computational Complexity; Structured Coefficient; Identifying the Number of Clusters; Internet Topology Mapping; Securing Communications: Data Encoding; Summary; Chapter 5: Data Science Craftsmanship, Part II; Data Dictionary; Hidden Decision Trees
Text of Note
Model-Free Confidence IntervalsRandom Numbers; Four Ways to Solve a Problem; Causation Versus Correlation; How Do You Detect Causes?; Life Cycle of Data Science Projects; Predictive Modeling Mistakes; Logistic-Related Regressions; Experimental Design; Analytics as a Service and APIs; Miscellaneous Topics; New Synthetic Variance for Hadoop and Big Data; Summary; Chapter 6: Data Science Application Case Studies; Stock Market; Encryption; Fraud Detection; Digital Analytics; Miscellaneous; Summary; Chapter 7: Launching Your New Data Science Career; Job Interview Questions
Text of Note
Testing Your Own Visual and Analytic ThinkingFrom Statistician to Data Scientist; Taxonomy of a Data Scientist; 400 Data Scientist Job Titles; Salary Surveys; Summary; Chapter 8: Data Science Resources; Professional Resources; Career-Building Resources; Summary; Index
0
8
8
8
SUMMARY OR ABSTRACT
Text of Note
Learn the skills needed for the most in-demand tech job Harvard Business Review calls it the sexiest tech job of the 21st century. Data scientists are in demand, and this unique book shows you exactly what employers want and the skill set that separates the quality data scientist from other talented IT professionals. Data science involves extracting, creating, and processing data to turn it into business value. This guide discusses the essential skills, such as statistics and visualization techniques, and covers everything from analytical recipes and data science tricks to common j
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Safari Books Online
Stock Number
CL0500000519
OTHER EDITION IN ANOTHER MEDIUM
Title
Developing Analytic Talent.
International Standard Book Number
9781118810088
TOPICAL NAME USED AS SUBJECT
Big data.
Data mining.
Data structures (Computer science)
Big data.
Data mining.
Data structures (Computer science)
Information science.
(SUBJECT CATEGORY (Provisional
COM-- 000000
DEWEY DECIMAL CLASSIFICATION
Number
006
.
312
Edition
22
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
9
.
D343
PERSONAL NAME - PRIMARY RESPONSIBILITY
Granville, Vincent, (Ph. D.)
ORIGINATING SOURCE
Date of Transaction
20150303044721.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
