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Practical AI for business leaders, product managers, and entrepreneurs /

紀錄類型:	書目-語言資料,印刷品 : 單行本
正題名/作者:	Practical AI for business leaders, product managers, and entrepreneurs // Alfred Essa and Shirin Mojarad.
作者:	Essa, Alfred.
其他作者:	Mojarad, Shirin.
出版者:	Berlin :De Gruyter,c2022.
面頁冊數:	xvii, 221 p. :ill. (some col.) ;24 cm.
附註:	Includes index.
標題:	Business enterprises - Data processing. -
ISBN:	9781501514647
ISBN:	1501514644

Practical AI for business leaders, product managers, and entrepreneurs /
Essa, Alfred.

Practical AI for business leaders, product managers, and entrepreneurs /Alfred Essa and Shirin Mojarad. - Berlin :De Gruyter,c2022. - xvii, 221 p. :ill. (some col.) ;24 cm. - Business and economics. - Business and economics..

Includes index.

1. Preface -- Part I: Machine learning I -- 2. Simple linear regression -- concept -- 3. Simple linear regression -- theory -- 4. Simple linear regression -- practice -- 5. K-Nearest neighbors (KNN) -- comcept -- 6. K-Nearest neighbors (KNN) -- theory -- 7. K-Nearest neighbors (KNN) -- practice -- Part II: Model assessment -- 8. Model assessment -- bias-variance tradeoff -- 9. Model assessment -- regression -- 10. Model assessment -- classification -- Part III: Machine learning II -- 11. Multiple linear regression -- concept -- 12. Multiple linear regression -- theory -- 13. Multiple linear regression -- practice -- 14. Logistic regression -- concept -- 15. Logistic regression -- theory -- 16. Logistic regression -- practice -- 17. K-Means -- concept -- 18. K-Means -- theory -- 19. K-Means -- practice -- Part IV: Deep learning -- 20. Deep learning -- bird's eye view -- 21. Neurons -- 22. Neurons -- practice -- 23. Network architecture -- 24. Network architecture -- practice -- 25. Forward progpagation -- 26. Forward propagation -- practice -- 27. Loss function -- 28. Loss function -- practice -- 29. Backward propagation -- 30. Backward propagation -- practice -- 31. Deep learning -- practice.

ISBN: 9781501514647NT1415

LCCN: 2021949660Subjects--Topical Terms:

163458
Business enterprises
--Data processing.

LC Class. No.: HD58.8 / .E8753 2022

Dewey Class. No.: 658.0563

Practical AI for business leaders, product managers, and entrepreneurs /
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