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Sinopse
This comprehensive guide helps you move beyond the hype and transcend the theory by providing you with a hands-on, advanced study of data science.
Beginning with the essentials of Python in data science, you will learn to manage data and perform linear algebra in Python. You will move on to deriving inferences from the analysis by performing inferential statistics, and mining data to reveal hidden patterns and trends. You will use the matplot library to create high-end visualizations in Python and uncover the fundamentals of machine learning. Next, you will apply the linear regression technique and also learn to apply the logistic regression technique to your applications, before creating recommendation engines with various collaborative filtering algorithms and improving your predictions by applying the ensemble methods.
Finally, you will perform K-means clustering, along with an analysis of unstructured data with different text mining techniques and leveraging the power of Python in big data analytics.
Ficha técnica
Especificações
ISBN | 9781784390150 |
---|---|
Pré venda | Não |
Peso | 358g |
Autor para link | MADHAVAN SAMIR |
Livro disponível - pronta entrega | Não |
Dimensões | 23.5 x 19 x 1.7 |
Idioma | Inglês |
Tipo item | LIVRO IMPORTADO ADQ MERC INTERNO |
Número de páginas | 294 |
Número da edição | 1ª EDIÇÃO - 2015 |
Código Interno | 892018 |
Código de barras | 9781784390150 |
Acabamento | PAPERBACK |
Autor | MADHAVAN, SAMIR |
Editora | PACKT PUBLISHING |
Sob encomenda | Sim |