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

Description: Learn PySpark : Build Python-based Machine Learning and Deep Learning Models, Paperback by Singh, Pramod, ISBN 1484249607, ISBN-13 9781484249604, Like New Used, Free shipping in the US 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.


Youll start by reviewing PySpark fundamentals, such as Spark’s core architecture, and see how to use PySpark for big data processing like data ingestion, cleaning, and transformations techniques. This is followed by building workflows for analyzing streaming data using PySpark and a comparison of various streaming platforms.

Youll then see how to schedule different spark jobs using Airflow with PySpark and book examine tuning machine and deep learning models for real-time predictions. This book concludes with a discussion on graph frames and performing network analysis using graph algorithms in PySpark. All the code presented in th will be available in Python scripts on Github.

What Youll Learn
  • Develop pipelines for streaming data processing using PySpark
  • Build Machine Learning & Deep Learning models using PySpark latest offerings
  • Use graph analytics using PySpark
  • Create Sequence Embeddings from Text data
Who This Book is For

Data Scientists, machine learning and deep learning engineers who want to learn and use PySpark for real time analysis on streaming data.

Price: 43.43 USD

Location: Jessup, Maryland

End Time: 2024-11-02T20:10:43.000Z

Shipping Cost: 0 USD

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

Item Specifics

Return shipping will be paid by: Buyer

All returns accepted: Returns Accepted

Item must be returned within: 14 Days

Refund will be given as: Money Back

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Book Title: Learn PySpark : Build Python-based Machine Learning and Deep Lear

Number of Pages: Xviii, 210 Pages

Publication Name: Learn Pyspark : Build Python-Based Machine Learning and Deep Learning Models

Language: English

Publisher: Apress L. P.

Subject: Probability & Statistics / General, Databases / General, Programming Languages / Python

Publication Year: 2019

Type: Textbook

Item Weight: 16 Oz

Author: Pramod Singh

Subject Area: Mathematics, Computers

Item Length: 9.3 in

Item Width: 6.1 in

Format: Trade Paperback

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