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Books by Alice Zheng






A Survey of Statistical Network Models
(Foundations and Trends(r) in Machine Learning)
by Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg, Edoardo M. Airoldi
Paperback, 120 Pages, Published 2010 by Now Publishers Inc
ISBN-13: 978-1-60198-320-6, ISBN: 1-60198-320-4

"A Survey of Statistical Network Models aims to provide the reader with an entry point to the voluminous literature on statistical network modeling. It guides the reader through the development of key stochastic network models, touches upon a number of examples and commonalities across different parts of the network literature, and discusses major schools of thought in static and dynamic network modeling. Networks have found a prominent ..."






Feature Engineering for Machine Learning Models(1st Edition)
Principles and Techniques for Data Scientists
by Alice Zheng, Amanda Casari
Paperback, 218 Pages, Published 2018 by O'reilly Media
ISBN-13: 978-1-4919-5324-2, ISBN: 1-4919-5324-1

"Feature Engineering for Machine Learning: Principles and Techniques for Data ScientistsFeature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you'll learn techniques for extracting and transforming features--the numeric representations of raw data--into formats for machine-learning models. Each chapter guides you through a single data problem, such ..."






Feature Engineering for Machine Learning
Principles and Techniques for Data Scientists
by Alice Zheng, Amanda Casari
218 Pages, Published 2018 by "O'reilly Media, Inc."
ISBN-13: 978-1-4919-5319-8, ISBN: 1-4919-5319-5

"Principles and Techniques for Data Scientists Alice Zheng, Amanda Casari ... Brown Interior Designer: David Futato Copyeditor: Rachel Head Cover Designer: Karen Montgomery Proofreader: Sonia Saruba Illustrator: Rebecca Demarest April ..."






Evaluating Machine Learning Models
A Beginner's Guide to Key Concepts and Pitfalls
by Alice Zheng
59 Pages, Published 2015
ISBN-13: 978-1-4919-3246-9, ISBN: 1-4919-3246-5






Evaluating Machine Learning Models
by Alice Zheng
20 Pages, Published 2015
ISBN-13: 978-1-4920-4875-6, ISBN: 1-4920-4875-5

"Now you have help. With this O'Reilly report, machine-learning expert Alice Zheng takes you through the model evaluation basics."






Statistical Network Analysis
Models, Issues, and New Directions: ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, ... Papers (Lecture Notes in Computer Science)
by Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Anna Goldenberg, Eric P. Xing, Alice X. Zheng
Paperback, 200 Pages, Published 2007 by Springer
ISBN-13: 978-3-540-73132-0, ISBN: 3-540-73132-6






Lecture Notes in Computer Science Ser.
Statistical Network Analysis: Models, Issues, and New Directions : ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers 4503
by Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Anna Goldenberg, Eric P. Xing, Alice X. Zheng
200 Pages, Published 2008 by Springer
ISBN-13: 978-3-540-73133-7, ISBN: 3-540-73133-4

"ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Anna Goldenberg, Eric P. Xing, Alice X. Zheng ... Sajid M. Siddiqi, and Geoffrey J. Gordon Discovering Functional Communities in Dynamical Networks . ......... 140 Cosma Rohilla Shalizi, Marcelo F. Camperi, and Kristina Lisa Klinkner Empirical Analysis of a Dynamic So ..."






A Young Painter(1st Edition)
The Life and Paintings of Wang Yani-- China's Extraordinary Young Artist
by Zheng Zhensun, Alice Low, Jan Stuart, Wang Yani, Chen-Sun Cheng
Library, 80 Pages, Published 1991 by Scholastic
ISBN-13: 978-0-590-44906-9, ISBN: 0-590-44906-0






Dawn of the Living Dead(1st Edition)
by Melissa Somoza, Benjamin J. Snider, Alice Zheng, Nadege Richards, Tianna M. Scott, Patricia Lane, Brittany Hiester, Jocelyn Sanchez, Jennifer Don, Ashley O'donnell, Heather Burke, Alivia Anders, Dominique Goodall
Paperback, 248 Pages, Published 2013 by Createspace Independent Publishing Platform
ISBN-13: 978-1-4921-2092-6, ISBN: 1-4921-2092-8

"Dawn of the Living Dead is a mixed composition of paranormal short stories by various writers. All profits from this title will be donated to the To Write Love On Her Arms charity campaign. 2012-2013"






Merkmalskonstruktion für Machine Learning
Prinzipien und Techniken der Datenaufbereitung
by Alice Zheng, Amanda Casari
214 Pages, Published 2019 by O'reilly
ISBN-13: 978-3-96010-250-2, ISBN: 3-96010-250-X

"Statt diese Prinzipien nur zu beschreiben, legen die Autorinnen Alice Zheng und Amanda Casari im gesamten Buch den Schwerpunkt auf die praktische Anwendung mit Übungen."






機械学習のための特徴量エンジニアリング
その原理とPythonによる実践
by Alice Zheng
199 Pages, Published 2019
ISBN-13: 978-4-87311-868-0, ISBN: 4-87311-868-9

"機械学習を行うエンジニアが知るべき特徴量抽出の基本から応用、最新のテーマまでを網羅した書籍。"






Merkmalskonstruktion für Machine Learning(1st Edition)
Prinzipien und Techniken der Datenaufbereitung (Animals) [Paperback] Zheng, Alice; Casari, Amanda and Lotze, Thomas
by Alice Zheng, Amanda Casari, Thomas Lotze
Paperback, 214 Pages, Published 2019 by O'reilly
ISBN-13: 978-3-96009-093-9, ISBN: 3-96009-093-5

"Prinzipien und Techniken der DatenaufbereitungBroschiertes BuchDie Merkmalskonstruktion, auch Feature Engineering genannt, ist ein entscheidender Arbeitsschritt bei der Datenaufbereitung für das maschinelle Lernen, der die Leistung der Modelle stark beeinflusst. In diesem praxisnahen Buch lernen Sie Techniken, um Merkmale - numerische Repräsentationen eines bestimmten Aspekts von Rohdaten - zu gewinnen und mit maschinellen Lernmodellen ..."






Young Painter
The Life and Paintings of Wang Yani, China's Extraordinary Young Artist
by Zheng Zhensun , Alice Low
Paperback, 94 Pages, Published 1995 by Unknown
ISBN-13: 978-0-395-73268-7, ISBN: 0-395-73268-9






A Young Painter
The Life and Paintings of Wang Yani, China's Extraordinary Young Artist
by Alice Low , Zheng Zhensun
ISBN-13: 978-0-614-20632-6, ISBN: 0-614-20632-4

All Authors

Alice Zheng

Stephen Fienberg

Anna Goldenberg

Edoardo Airoldi

Amanda Casari

Eric Xing

David Blei

Zheng Zhensun

Alice Low

Ashley O'donnell


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