Advanced Data Analytics Using Python : With Architectural Patterns, Text and Image Classification, and Optimization Techniques

Advanced Data Analytics Using Python With Architectural Patterns, Text and Image Classification, and Optimization Techniques

Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using Python. This book covers architectural patterns in data analytics, text and image classification, optimization techniques, natural language processing, an...

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Detalles Bibliográficos
Otros Autores: Mukhopadhyay, Sayan, author (author), Samanta, Pratip, author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Berkeley, CA : Apress 2023.
Edición:2nd ed. 2023.
Materias:
Python (Computer program language)
Machine learning.
Data mining.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009711798306719
Tabla de Contenidos:
  • Chapter 1: Overview of Python Language
  • Chapter 2: ETL with Python
  • Chapter 3: Supervised Learning and Unsupervised Learning with Python
  • Chapter 4: Clustering with Python
  • Chapter 5: Deep Learning & Neural Networks
  • Chapter 6: Time Series Analysis
  • Chapter 7: Analytics in Scale.

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