{"product_id":"learn-pyspark-build-python-based-machine-learning-and-deep-learning-models-paperback","title":"Learn Pyspark: Build Python-Based Machine Learning and Deep Learning Models - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003ePramod Singh\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cb\u003e\u003ci\u003eLearn PySpark\u003c\/i\u003e\u003c\/b\u003e\u003cbr\u003eChapter 1: Introduction to PySpark\u003cbr\u003eChapter 2: Data Processing\u003cbr\u003eChapter 3: Spark Structured Streaming\u003cbr\u003eChapter 4: Airflow\u003cbr\u003eChapter 5: Machine Learning Library (MLlib)\u003cbr\u003eChapter 6: Supervised Machine Learning\u003cbr\u003eChapter 7: Unsupervised Machine Learning\u003cbr\u003eChapter 8: Deep Learning Using PySpark \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003ch3\u003eBack Jacket\u003c\/h3\u003e\u003cp\u003eLeverage 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.\u003cbr\u003eYou'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. \u003cbr\u003eYou'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.\u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003ePramod Singh is currently a Manager (Data Science) at Publicis Sapient and working as data science lead for a project with Mercedes Benz. He has spent the last nine years working on multiple Data projects at SapientRazorfish, Infosys \u0026amp; Tally and has used traditional to advanced machine learning and deep learning techniques in multiple projects using R, Python, Spark and Tensorflow. Pramod has also been a regular speaker at major conferences in India and abroad and is currently authoring a couple of books on Deep Learning and AI techniques. He regularly conducts Data Science meetups at SapientRazorfish and presents webinars on Machine Learning and Artificial Intelligence. He lives in Bangalore with his wife and 2-year-old son. In his spare time, he enjoys coding, reading and watching football.\u003cbr\u003e\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 210\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.48 x 9.21 x 6.14 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e September 07, 2019\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":47212685132025,"sku":"9781484249604","price":59.38,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0789\/2782\/3097\/files\/cG9VWVpOVU93Q0oyZDBIWmk5Uk1EUT09.webp?v=1768095023","url":"https:\/\/bookscloud.io\/products\/learn-pyspark-build-python-based-machine-learning-and-deep-learning-models-paperback","provider":"BooksCloud Book Dropshipping","version":"1.0","type":"link"}