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

Name: Learn PySpark
Brand: APress
SKU: 9781484249604
Price: 9000 KES
Availability: OutOfStock
ISBN: 9781484249604

by Pramod Singh

Book Details

Format Paperback / softback

ISBN-10 1484249607

ISBN-13 9781484249604

Publisher APress

Imprint APress

Country of Manufacture GB

Country of Publication GB

Publication Date Sep 7th, 2019

Print length 210 Pages

Weight 376 grams

Dimensions 24.40 x 23.60 x 1.00 cms

Product Classification: Operating systems Programming & scripting languages: general Programming and scripting languages: general Databases Databases / Data management Machine learning

KSh 9,000.00

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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, 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.

You''ll 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 the book will be available in Python scripts on Github.

What You''ll 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.

Get Learn PySpark by Pramod Singh at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by APress and it has 210 pages.