Stealth Electric Bikes

Practical Synthetic Data Generation: Balancing Privacy and the Broad Availabilit

Description: FREE SHIPPING UK WIDE Practical Synthetic Data Generation by Khaled El Emam, Lucy Mosquera, Richard Hoptroff Building and testing machine learning models requires access to large and diverse data. But where can you find usable datasets without running into privacy issues? This practical book introduces techniques for generating synthetic data so you can perform secondary analysis to do research, understand customer behavior or develop new products FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description Building and testing machine learning models requires access to large and diverse data. But where can you find usable datasets without running into privacy issues? This practical book introduces techniques for generating synthetic data-fake data generated from real data-so you can perform secondary analysis to do research, understand customer behaviors, develop new products, or generate new revenueData scientists will learn how synthetic data generation provides a way to make such data broadly available for secondary purposes while addressing many privacy concerns. Analysts will learn the principles and steps for generating synthetic data from real datasets. And business leaders will see how synthetic data can help accelerate time to a product or solution. This book describes:Steps for generating synthetic data using multivariate normal distributionsMethods for distribution fitting covering different goodness-of-fit metricsHow to replicate the simple structure of original dataAn approach for modeling data structure to consider complex relationshipsMultiple approaches and metrics you can use to assess data utilityHow analysis performed on real data can be replicated with synthetic dataPrivacy implications of synthetic data and methods to assess identity disclosure Author Biography Dr. Khaled El Emam is a senior scientist at the Childrens Hospital of Eastern Ontario (CHEO) Research Institute and Director of the multi-disciplinary Electronic Health Information Laboratory. Lucy Mosquera has a bachelors degree in Biology and Mathematics from Queens University and is a current graduate student in the department of statistics at the University of British Columbia. During her time at Queens, Lucy provided data management support on a dozen clinical trials and observational studies run through Kingston General Hospitals Clinical Evaluation Research Unit. Lucy has also worked on clinical trial data sharing methods based on homomorphic encryption and secret sharing protocols. At Replica Analytics, Lucy is responsible for developing statistical and machine learning models for data generation, and integrating subject area expertise in clinical trial data into synthetic data generation methods, as well as the statistical assessments of our synthetic data generation. Dr. Richard Hoptroff is a long term technology inventor, investor and entrepreneur. Details ISBN1492072745 Author Richard Hoptroff Pages 175 Year 2020 ISBN-10 1492072745 ISBN-13 9781492072744 Short Title Practical Synthetic Data Generation Language English Format Paperback Subtitle Balancing Privacy and the Broad Availability of Data Publication Date 2020-06-02 UK Release Date 2020-06-02 Place of Publication Sebastopol Country of Publication United States AU Release Date 2020-06-02 NZ Release Date 2020-06-02 US Release Date 2020-06-02 Imprint OReilly Media Publisher OReilly Media DEWEY 005.7 Audience Professional & Vocational We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! 30 DAY RETURN POLICY No questions asked, 30 day returns! FREE DELIVERY No matter where you are in the UK, delivery is free. SECURE PAYMENT Peace of mind by paying through PayPal and eBay Buyer Protection TheNile_Item_ID:128101372;

Price: 40.99 GBP

Location: London

End Time: 2024-11-12T07:59:55.000Z

Shipping Cost: 5.92 GBP

Product Images

Practical Synthetic Data Generation: Balancing Privacy and the Broad Availabilit

Item Specifics

Return postage will be paid by: Buyer

Returns Accepted: Returns Accepted

After receiving the item, your buyer should cancel the purchase within: 30 days

Return policy details:

ISBN-13: 9781492072744

Book Title: Practical Synthetic Data Generation

Item Height: 232mm

Item Width: 178mm

Author: Lucy Mosquera, Khaled El Emam, Richard Hoptroff

Publication Name: Practical Synthetic Data Generation: Balancing Privacy and the Broad Availability of Data

Format: Paperback

Language: English

Publisher: O'reilly Media, INC International Concepts, USA

Subject: Computer Science

Publication Year: 2020

Type: Textbook

Number of Pages: 175 Pages

Recommended

(24) All Average Leather & Synthetic Baseballs,Great For Practice,Same Day Ship
(24) All Average Leather & Synthetic Baseballs,Great For Practice,Same Day Ship

$39.99

View Details
47" x 57" Commercial Pro Golf Synthetic Turf Mat Chipping Driving Range Practice
47" x 57" Commercial Pro Golf Synthetic Turf Mat Chipping Driving Range Practice

$99.90

View Details
Practical Gemology ID Pearls Gemstones Properties Synthetic Enhancements Cutting
Practical Gemology ID Pearls Gemstones Properties Synthetic Enhancements Cutting

$76.99

View Details
6' x 12' SyntheticTurf Baseball Softball Batting Cage Practice Hitting Rug Mat
6' x 12' SyntheticTurf Baseball Softball Batting Cage Practice Hitting Rug Mat

$159.24

View Details
Practical Synthetic Data Generation: Balancing Privacy and the Broad Availabilit
Practical Synthetic Data Generation: Balancing Privacy and the Broad Availabilit

$49.46

View Details
1X Printed Novelty Golf Ball Synthetic Rubber Golf Practice Training Sports Ball
1X Printed Novelty Golf Ball Synthetic Rubber Golf Practice Training Sports Ball

$7.02

View Details
Wilson A1150 Youth Practice Baseballs, NEW, Box of ONE DOZEN !!!
Wilson A1150 Youth Practice Baseballs, NEW, Box of ONE DOZEN !!!

$15.00

View Details
Antique 1874, "Practical Grammar Of The English Language", Synthetic & Analytic
Antique 1874, "Practical Grammar Of The English Language", Synthetic & Analytic

$12.99

View Details
Lot of 12 Dicks Sporting Goods OFFICIAL LEAGUE BASEBALLS - Practice Balls ~ Used
Lot of 12 Dicks Sporting Goods OFFICIAL LEAGUE BASEBALLS - Practice Balls ~ Used

$24.00

View Details
Skate Anytime - Hockey Puck Stopper Edging - Expandable, Reconfigurable
Skate Anytime - Hockey Puck Stopper Edging - Expandable, Reconfigurable

$5.99

View Details