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220412s2019 us||||f 00| 0 engdd |
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|a 9781492041139
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| 040 |
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|a AR-OvUNE
|c AR-OvUNE
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| 080 |
0 |
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|a 004.6
|b G845
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| 100 |
1 |
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|a Grus, Joel
|9 31263
|c (Software engineer)
|
| 245 |
1 |
0 |
|a Data science from Scratch :
|b first principles with Python /
|c Joel Grus
|
| 250 |
|
|
|a 2nd ed.
|
| 260 |
2 |
|
|a Sebastopol, CA :
|b O'Reilly Media,
|c 2019
|
| 300 |
|
|
|a xvi, 384 p. :
|b fig. byn.;
|c 24 cm.
|
| 505 |
|
|
|a 1. Introduction – 2. A crash course in Python -- 3. Visualizing data -- 4. Linear Algebra -- 5. Statistics -- 6. Probability -- 7. Hypothesis and inference -- 8. Gradient descent -- 9. Getting data -- 10. Working with data -- 11. Machine learning -- 12. k-Nearest Neighbors -- 13. Naive Bayes -- 14. Simple linear regression -- 15. Multiple regression -- 16. Logistic regression -- 17. Decision trees -- 18. Neural networks -- 19. Deep learning -- 20. Clustering -- 21. Natural language processing -- 22. Network analysis -- 23. Recommender systems -- 24. Databases and SQL -- 25. MapReduce -- 26. Data ethics -- 27. Go forth and do data science -- Index
|
| 650 |
1 |
7 |
|a Programación orientada a objetos (Informática)
|9 14852
|
| 650 |
1 |
7 |
|a Lenguajes de programación
|9 12874
|
| 650 |
1 |
7 |
|a Proceso de datos
|9 14784
|
| 653 |
|
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|a LENGUAJE PYTHON
|
| 653 |
|
|
|a PROGRAMACION EN PYTHON
|
| 653 |
|
|
|a PYTHON® 3.6
|
| 653 |
|
|
|a PROGRAMACIÓN AVANZADA
|
| 653 |
|
|
|a CIENCIA DE DATOS
|
| 856 |
|
|
|u https://www.oreilly.com/catalog/errata.csp?isbn=0636920179337
|z Fe de erratas (último acceso: 4/8/2022)
|
| 942 |
|
|
|c LIB
|2 udc
|h 004.6
|6 0046
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| 999 |
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|c 12885
|d 12885
|