机读格式显示(MARC)
- 000 02584cam a2200409 i 4500
- 008 211028s2022 gw a 000 0 eng d
- 015 __ |a GBC207365 |2 bnb
- 016 7_ |a 020450961 |2 Uk
- 020 __ |a 9781501514647 |q paperback : |c CNY325.00
- 020 __ |a 1501514644 |q paperback
- 020 __ |z 9781501505843 |q ePub ebook
- 035 __ |a (OCoLC)on1295104810
- 040 __ |a UKMGB |b eng |c UKMGB |e rda |d OCLCO |d OCLCF |d OCLCO |d GPRCL |d DLC
- 050 00 |a HD58.8 |b .E8753 2022
- 100 1_ |a Essa, Alfred, |e author.
- 245 10 |a Practical AI for business leaders, product managers, and entrepreneurs / |c Alfred Essa and Shirin Mojarad.
- 264 _1 |a Berlin : |b De Gruyter, |c 2022.
- 300 __ |a xvii, 221 pages : |b illustrations (some colour) ; |c 24 cm.
- 336 __ |a text |2 rdacontent
- 336 __ |a still image |2 rdacontent
- 337 __ |a unmediated |2 rdamedia
- 338 __ |a volume |2 rdacarrier
- 490 0_ |a Business and economics
- 505 0_ |a 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.
- 650 _0 |a Business enterprises |x Data processing.
- 650 _0 |a Artificial intelligence.
- 650 _0 |a Business enterprises |x Technological innovations.
- 700 1_ |a Mojarad, Shirin, |e author.
- 776 08 |i ebook version : |z 9781501505843
- 905 __ |a YKLGXY |d F272.7 |e E78