Cargando…
Data cleansing master class in Python /
A step-by-step complete guide to become a machine learning engineer. Data preparation may be the most important part of a machine learning project. It is the most time-consuming part, although it is the least discussed topic. Data preparation, sometimes referred to as data preprocessing, is the act...
| Clasificación: | Libro Electrónico |
|---|---|
| Formato: | Electrónico Video |
| Idioma: | Inglés |
| Publicado: |
[Birmingham, United Kingdom] :
Packt Publishing,
[2021]
|
| Edición: | [First edition]. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cgm a22000007i 4500 | ||
|---|---|---|---|
| 001 | OR_on1302358614 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o c | ||
| 007 | vz czazuu | ||
| 007 | cr cnannnuuuuu | ||
| 008 | 220308s2021 enk214 o vleng d | ||
| 040 | |a ORMDA |b eng |e rda |e pn |c ORMDA |d OCLCO |d OCLCF |d ALSTP | ||
| 035 | |a (OCoLC)1302358614 | ||
| 037 | |a 9781803239040 |b O'Reilly Media | ||
| 050 | 4 | |a QA76.73.P98 | |
| 082 | 0 | 4 | |a 005.13/3 |2 23 |
| 049 | |a UAMI | ||
| 245 | 0 | 0 | |a Data cleansing master class in Python / |c Mike West. |
| 250 | |a [First edition]. | ||
| 264 | 1 | |a [Birmingham, United Kingdom] : |b Packt Publishing, |c [2021] | |
| 300 | |a 1 online resource (1 video file (3 hr., 34 min.)) : |b sound, color. | ||
| 306 | |a 033400 | ||
| 336 | |a two-dimensional moving image |b tdi |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 344 | |a digital |2 rdatr | ||
| 347 | |a video file |2 rdaft | ||
| 380 | |a Instructional films |2 lcgft | ||
| 511 | 0 | |a Mike West, presenter. | |
| 520 | |a A step-by-step complete guide to become a machine learning engineer. Data preparation may be the most important part of a machine learning project. It is the most time-consuming part, although it is the least discussed topic. Data preparation, sometimes referred to as data preprocessing, is the act of transforming raw data into a form that is appropriate for modeling. Machine learning algorithms require input data to be numbered, and most algorithm implementations maintain this expectation. Therefore, if your data contains data types and values that are not numbers, such as labels, you will need to change the data into numbers. Further, specific machine learning algorithms have expectations regarding the data types, scale, probability distribution, and relationships between input variables, and you may need to change the data to meet these expectations. In this course, you will learn data imputation and advanced data cleansing techniques, how to apply real-world data cleansing techniques to your data, advanced data cleansing techniques. Also, learn how to prepare data in a way that avoids data leakage, and in turn, incorrect model evaluation. By the end of this course, you will perform data preprocessing and master data cleaning skills. | ||
| 588 | 0 | |a Online resource; title from title details screen (O’Reilly, viewed March 8, 2022). | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Python (Computer program language) | |
| 650 | 0 | |a Data mining. | |
| 650 | 2 | |a Data Mining | |
| 650 | 6 | |a Python (Langage de programmation) | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 7 | |a Data mining. |2 fast |0 (OCoLC)fst00887946 | |
| 650 | 7 | |a Python (Computer program language) |2 fast |0 (OCoLC)fst01084736 | |
| 655 | 2 | |a Webcast | |
| 655 | 7 | |a Instructional films. |2 fast |0 (OCoLC)fst01726236 | |
| 655 | 7 | |a Internet videos. |2 fast |0 (OCoLC)fst01750214 | |
| 655 | 7 | |a Nonfiction films. |2 fast |0 (OCoLC)fst01710269 | |
| 655 | 7 | |a Instructional films. |2 lcgft | |
| 655 | 7 | |a Nonfiction films. |2 lcgft | |
| 655 | 7 | |a Internet videos. |2 lcgft | |
| 655 | 7 | |a Films de formation. |2 rvmgf | |
| 655 | 7 | |a Films autres que de fiction. |2 rvmgf | |
| 655 | 7 | |a Vidéos sur Internet. |2 rvmgf | |
| 700 | 1 | |a West, Mike, |e presenter. | |
| 710 | 2 | |a Packt Publishing, |e publisher. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/videos/~/9781803239040/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 938 | |a Alexander Street |b ALSP |n ASP5212468/marc | ||
| 994 | |a 92 |b IZTAP | ||