Cargando…
Advanced analytics with Spark : patterns from learning from data at scale /
The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by presenting examples and a set of self-contained patterns for performing large-scale data analysis with Spark. You'll start with an introduction to Spark and its eco...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Sebastopol, CA :
O'Reilly Media,
2017.
|
| Edición: | Second edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cam a2200000Ii 4500 | ||
|---|---|---|---|
| 001 | OR_ocn990784807 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr unu|||||||| | ||
| 008 | 170622s2017 caua o 001 0 eng d | ||
| 040 | |a UMI |b eng |e rda |e pn |c UMI |d MERER |d TOH |d OCLCQ |d VT2 |d OCLCF |d CEF |d KSU |d C6I |d UAB |d OCLCO |d OCLCQ |d OCLCO | ||
| 020 | |z 9781491972953 | ||
| 020 | |a 9781491972946 | ||
| 020 | |a 1491972947 | ||
| 020 | |a 1491972955 | ||
| 020 | |a 9781491972953 | ||
| 029 | 1 | |a GBVCP |b 1004860706 | |
| 035 | |a (OCoLC)990784807 | ||
| 037 | |a CL0500000868 |b Safari Books Online | ||
| 050 | 4 | |a QA76.9.D343 | |
| 082 | 0 | 4 | |a 006.3/12 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Ryza, Sandy, |e author. | |
| 245 | 1 | 0 | |a Advanced analytics with Spark : |b patterns from learning from data at scale / |c Sandy Ryza, Uri Laserson, Sean Owen and Josh Wills. |
| 250 | |a Second edition. | ||
| 264 | 1 | |a Sebastopol, CA : |b O'Reilly Media, |c 2017. | |
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | |a Description based on online resource; title from title page (Safari, viewed June 19, 2017). | ||
| 500 | |a Previous edition published: 2015. | ||
| 500 | |a Includes index. | ||
| 505 | 0 | |a Analyzing big data -- Introduction to data analysis with Scala and Spark -- Recommending music and the audioscrobbler data set -- Predicting forest cover with decision trees -- Anomaly detection in network traffic with K-means clustering -- Understanding Wikipedia with latent semantic analysis -- Analyzing co-occurrence networks with GraphX -- Geospatial and temporal data analysis on the New York City taxi trip data -- Estimating financial risk through Monte Carlo simulation -- Analyzing genomics data and the BDG project -- Analyzing neuroimaging data with PySpark and Thunder. | |
| 520 | |a The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by presenting examples and a set of self-contained patterns for performing large-scale data analysis with Spark. You'll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques-classification, collaborative filtering, and anomaly detection among others-to fields such as genomics, security, and finance. If you have an entry-level understanding of machine learning and statistics, and you program in Java, Python, or Scala, you'll find these patterns useful for working on your own data applications. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 630 | 0 | 0 | |a Spark (Electronic resource : Apache Software Foundation) |
| 630 | 0 | 7 | |a Spark (Electronic resource : Apache Software Foundation) |2 fast |
| 650 | 0 | |a Big data. | |
| 650 | 0 | |a Data mining |x Computer programs. | |
| 650 | 6 | |a Données volumineuses. | |
| 650 | 6 | |a Exploration de données (Informatique) |x Logiciels. | |
| 650 | 7 | |a Big data |2 fast | |
| 700 | 1 | |a Laserson, Uri, |e author. | |
| 700 | 1 | |a Owen, Sean, |e author. | |
| 700 | 1 | |a Wills, Josh, |e author. | |
| 776 | 0 | 8 | |i Print version: |a Ryza, Sandy. |t Advanced analytics with Spark : patterns from learning from data at scale. |b Second edition. |d Sebastopol, California : O'Reilly Media, 2017 |z 9781491972953 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781491972946/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 994 | |a 92 |b IZTAP | ||