Learn PySpark : Build Python-based Machine Learning and Deep Learning Models

Learn PySpark Build Python-based Machine Learning and Deep Learning Models

Leverage machine and deep learning models to build applications on real-time data using PySpark. This book is perfect for those who want to learn to use this language to perform exploratory data analysis and solve an array of business challenges. You'll start by reviewing PySpark fundamentals,...

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Bibliographic Details
Main Author: Singh, Pramod. author (author)
Format: eBook
Language:Inglés
Published: Berkeley, CA : Apress 2019.
Edition:1st ed. 2019.
Subjects:
Python (Computer program language).
Big data.
Machine learning.
Open source software.
Computer programming.
Python.
Big Data.
Machine Learning.
Open Source.
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009631048606719
Table of Contents:
  • Chapter 1: Introduction to PySpark
  • Chapter 2: Data Processing
  • Chapter 3: Spark Structured Streaming
  • Chapter 4: Airflow
  • Chapter 5: Machine Learning Library (MLlib)
  • Chapter 6: Supervised Machine Learning
  • Chapter 7: Unsupervised Machine Learning
  • Chapter 8: Deep Learning Using PySpark.

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