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Basic statistics and data mining for data science.
"This video course consists of step-by-step introductions to analyze data and the basics of statistics. The first chapter focuses on the steps to analyze data and which summary statistics are relevant given the type of data you are summarizing. The second chapter continues by focusing on summar...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico Video |
| Idioma: | Inglés |
| Publicado: |
[Place of publication not identified] :
Packt,
2017.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Salcedo, Jesus, |e speaker. | |
| 245 | 1 | 0 | |a Basic statistics and data mining for data science. |
| 264 | 1 | |a [Place of publication not identified] : |b Packt, |c 2017. | |
| 300 | |a 1 online resource (1 streaming video file (2 hr., 58 min., 10 sec.)) | ||
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| 500 | |a Title from title screen (Safari, viewed January 15, 2018). | ||
| 500 | |a Release date from resource description page (Safari, viewed January 15, 2018). | ||
| 511 | 0 | |a Presenter, Jesus Salcedo. | |
| 520 | |a "This video course consists of step-by-step introductions to analyze data and the basics of statistics. The first chapter focuses on the steps to analyze data and which summary statistics are relevant given the type of data you are summarizing. The second chapter continues by focusing on summarizing individual variables and specifically some of the reasons users need to summarize variables. This chapter also illustrates several procedures, such as how to run and interpret frequencies and how to create various graphs. The third chapter introduces the idea of inferential statistics, probability, and hypothesis testing. The rest of the chapters show you how to perform and interpret the results of basic statistical analyses (chi-square, independent and paired sample t-tests, one-way ANOVA, post-hoc tests, and bivariate correlations) and graphical displays (clustered bar charts, error bar charts, and scatterplots). You will also learn when to use different statistical techniques, how to set up different analyses, and how to interpret the results."--Resource description page | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
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| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 6 | |a Recherche quantitative. | |
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| 650 | 7 | |a Quantitative research. |2 fast |0 (OCoLC)fst01742283 | |
| 650 | 7 | |a Statistics. |2 fast |0 (OCoLC)fst01132103 | |
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