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Building an effective data science practice : a framework to bootstrap and manage a successful data science practice. / / Vineet Raina, Srinath Krishnamurthy
| Building an effective data science practice : a framework to bootstrap and manage a successful data science practice. / / Vineet Raina, Srinath Krishnamurthy |
| Autore | Raina Vineet |
| Pubbl/distr/stampa | New York : , : Apress Media, , [2022] |
| Descrizione fisica | 1 online resource (376 pages) |
| Disciplina | 006.312 |
| Soggetto topico |
Data mining
Big data Machine learning Business - Data processing |
| ISBN |
1-5231-5095-5
1-4842-7419-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part One: Fundamentals -- 1. Introduction: The Data Science Process -- 2. Data Science and your business -- 3. Monks vs. Cowboys: Data Science Cultures -- Part Two: Classes of Problems -- 4. Classification -- 5. Regression -- 6. Natural Language Processing -- 7. Clustering -- 8. Anomaly Detection -- 9.Recommendations -- 10. Computer Vision -- 11. Sequential Decision Making -- -- Part Three: Techniques & Technologies -- 12. Overview -- 13. Data Capture -- 14. Data Preparation -- 15. Data Visualization -- 16. Machine Learning -- 17. Inference -- 18. Other tools and services -- 19. Reference Architecture -- 20. Monks vs. Cowboys: Praxis -- Part Four: Building Teams and Executing Projects -- 21. The Skills Framework -- 22. Building and structuring the team -- 23. Data Science Projects -- Appendix FAQs. |
| Record Nr. | UNINA-9910523785603321 |
Raina Vineet
|
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| New York : , : Apress Media, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Building an Effective Data Science Practice : A Framework to Bootstrap and Manage a Successful Data Science Practice
| Building an Effective Data Science Practice : A Framework to Bootstrap and Manage a Successful Data Science Practice |
| Autore | Raina Vineet |
| Pubbl/distr/stampa | Berkeley, CA : , : Apress L. P., , 2021 |
| Descrizione fisica | 1 online resource (376 pages) |
| Altri autori (Persone) | KrishnamurthySrinath |
| Soggetto genere / forma | Electronic books. |
| ISBN |
9781484274194
9781484274187 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910512177203321 |
|
Raina Vineet
|
||
| Berkeley, CA : , : Apress L. P., , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||