Description: Guide to Teaching Data Science by Orit Hazzan, Koby Mike Estimated delivery 4-14 business days Format Hardcover Condition Brand New Description Data science is a new field that touches on almost every domain of our lives, and thus it is taught in a variety of environments. Accordingly, the book is suitable for teachers and lecturers in all educational frameworks: K-12, academia and industry.This book aims at closing a significant gap in the literature on the pedagogy of data science. While there are many articles and white papers dealing with the curriculum of data science (i.e., what to teach?), the pedagogical aspect of the field (i.e., how to teach?) is almost neglected. At the same time, the importance of the pedagogical aspects of data science increases as more and more programs are currently open to a variety of people.This book provides a variety of pedagogical discussions and specific teaching methods and frameworks, as well as includes exercises, and guidelines related to many data science concepts (e.g., data thinking and the data science workflow), main machine learning algorithms and concepts (e.g., KNN, SVM, Neural Networks, performance metrics, confusion matrix, and biases) and data science professional topics (e.g., ethics, skills and research approach).Professor Orit Hazzan is a faculty member at the Technions Department of Education in Science and Technology since October 2000. Her research focuses on computer science, software engineering and data science education. Within this framework, she studies the cognitive and social processes on the individual, the team and the organization levels, in all kinds of organizations.Dr. Koby Mike is a Ph.D. graduate from the Technions Department of Education in Science and Technology under the supervision of Professor Orit Hazzan. He continued his post-doc research on data science education at the Bar-Ilan University, and obtained a B.Sc. and an M.Sc. in Electrical Engineering from Tel Aviv University. Author Biography Professor Orit Hazzan is a faculty member at the Technions Department of Education in Science and Technology since October 2000. Her research focuses on computer science, software engineering and data science education. Within this framework she researches cognitive and social processes on the individual, the team and the organization levels, in all kinds of organizations. She has published about 130 papers in professional refereed journals and conference proceedings, and seven books. In 2007-2010 she chaired the High School Computer Science Curriculum Committee assigned by the Israeli Ministry of Education. In 2011-2015 Hazzan was the faculty Dean. From 2017 to 2019, Hazzan served the Technion Dean of Undergraduate Studies. Dr. Koby Mike is a Ph.D. graduate from the Technions Department of Education in Science and Technology under the supervision of Professor Orit Hazzan. He continued his a post-doc research on data science education at the Bar-Ilan University, and retains B.Sc. and an M.Sc. in Electrical Engineering from Tel Aviv University. After two decades of professional career is the Israeli hi-tech industry, he returned to academia for his doctoral studies on data science education. As part of is research, Koby developed and taught several data science programs for high school students, high school computer science teachers, and graduate students and researchers in social sciences and digital humanities. Details ISBN 3031247574 ISBN-13 9783031247576 Title Guide to Teaching Data Science Author Orit Hazzan, Koby Mike Format Hardcover Year 2023 Pages 321 Edition 2023rd Publisher Springer International Publishing AG GE_Item_ID:141777202; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. 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Price: 83.6 USD
Location: Calgary, Alberta
End Time: 2025-01-27T07:01:15.000Z
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Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
ISBN-13: 9783031247576
Book Title: Guide to Teaching Data Science
Number of Pages: Xxvii, 321 Pages
Language: English
Publication Name: Guide to Teaching Data Science : an Interdisciplinary Approach
Publisher: Springer International Publishing A&G
Publication Year: 2023
Subject: Intelligence (Ai) & Semantics, General, Databases / General, Teaching Methods & Materials / General
Item Weight: 24.5 Oz
Type: Textbook
Subject Area: Mathematics, Computers, Education
Item Length: 9.3 in
Author: Koby Mike, Orit Hazzan
Item Width: 6.1 in
Format: Hardcover
