Items related to From Concepts to Code
- PublisherChapman and Hall/CRC
- Publication date2024
- ISBN 10 1032517956
- ISBN 13 9781032517957
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages386
Search results for From Concepts to Code
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From Concepts to Code (Hardcover)
Seller: Grand Eagle Retail, Fairfield, OH, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: new. Hardcover. The breadth of problems that can be solved with data science is astonishing, and this book provides the required tools and skills for a broad audience. The reader takes a journey into the forms, uses, and abuses of data and models, and learns how to critically examine each step. Python coding and data analysis skills are built from the ground up, with no prior coding experience assumed. The necessary background in computer science, mathematics, and statistics is provided in an approachable manner.Each step of the machine learning lifecycle is discussed, from business objective planning to monitoring a model in production. This end-to-end approach supplies the broad view necessary to sidestep many of the pitfalls that can sink a data science project. Detailed examples are provided from a wide range of applications and fields, from fraud detection in banking to breast cancer classification in healthcare. The reader will learn the techniques to accomplish tasks that include predicting outcomes, explaining observations, and detecting patterns. Improper use of data and models can introduce unwanted effects and dangers to society. A chapter on model risk provides a framework for comprehensively challenging a model and mitigating weaknesses. When data is collected, stored, and used, it may misrepresent reality and introduce bias. Strategies for addressing bias are discussed. From Concepts to Code: Introduction to Data Science leverages content developed by the author for a full-year data science course suitable for advanced high school or early undergraduate students. This course is freely available and it includes weekly lesson plans. The breadth of problems that can be solved with data science is astonishing, and this book provides the required tools and skills to a broad audience. The necessary background in computer science, mathematics, and statistics is provided in an approachable manner. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781032517957
Quantity: 1 available
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From Concepts to Code
Seller: GF Books, Inc., Hawthorne, CA, U.S.A.
Seller rating 5 out of 5 stars
Condition: Very Good. Book is in Used-VeryGood condition. Pages and cover are clean and intact. Used items may not include supplementary materials such as CDs or access codes. May show signs of minor shelf wear and contain very limited notes and highlighting. 1.51. Seller Inventory # 1032517956-2-3
Quantity: 1 available
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From Concepts to Code : Introduction to Data Science
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 46792024-n
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From Concepts to Code
Print on DemandSeller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
HRD. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L1-9781032517957
Quantity: Over 20 available
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From Concepts to Code
Print on DemandSeller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Adam P. Tashman has been working in data science for over twenty years. He is Associate Professor of Data Science at the University of Virginia School of Data Science. He is currently Director of the Capstone program, and he was formerly Director . Seller Inventory # 1217512678
Quantity: Over 20 available
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From Concepts to Code
Print on DemandSeller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
HRD. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L1-9781032517957
Quantity: Over 20 available
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From Concepts to Code
Seller: GF Books, Inc., Hawthorne, CA, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Book is in Used-Good condition. Pages and cover are clean and intact. Used items may not include supplementary materials such as CDs or access codes. May show signs of minor shelf wear and contain limited notes and highlighting. 1.51. Seller Inventory # 1032517956-2-4
Quantity: 1 available
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From Concepts to Code
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781032517957_new
Quantity: Over 20 available
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From Concepts to Code: Introduction to Data Science
Print on DemandSeller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Brand New. 400 pages. 9.19x6.13x9.21 inches. In Stock. This item is printed on demand. Seller Inventory # __1032517956
Quantity: 1 available
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From Concepts to Code : Introduction to Data Science
Seller: GreatBookPricesUK, Castle Donington, DERBY, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 46792024-n
Quantity: Over 20 available