{"product_id":"pyspark-structured-streaming-mastery-build-real-time-data-pipelines-with-kafka-apache-spark-production-ready-techniques-9798248912803","title":"PySpark Structured Streaming Mastery: Build Real-Time Data Pipelines with Kafka, Apache Spark \u0026 Production-Ready Techniques","description":"\u003cp\u003e • Author(s): Abhishek Kumar\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Data Modeling \u0026amp; Design\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMaster Real-Time Data Processing with PySpark Structured Streaming - Even If You're Starting from Scratch\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eModern data platforms demand real-time insights, scalable pipelines, and fault-tolerant streaming architectures. PySpark Structured Streaming has become one of the most in-demand skills for data engineers working with Apache Spark and Kafka.\u003c\/p\u003e\u003cp\u003eThis practical, hands-on guide takes you step-by-step from streaming fundamentals to production-ready pipeline design.\u003c\/p\u003e\u003cp\u003eInside this book, you will learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eBuild end-to-end real-time pipelines using PySpark\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntegrate Apache Kafka with Structured Streaming\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMaster window functions, watermarking, and late data handling\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImplement stateful processing and stream-stream joins\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eOptimize performance for large-scale workloads\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMonitor and troubleshoot production streaming jobs\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeploy streaming pipelines on Databricks\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCrack PySpark Structured Streaming interview questions\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eUnlike many theoretical books, this guide focuses on real production scenarios, hands-on labs, and interview-focused explanations that data engineers actually need on the job.\u003c\/p\u003e\u003cp\u003eWhether you are: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eAn aspiring data engineer\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eA Spark developer moving into streaming\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eA professional preparing for data engineering interviews\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eOr someone building real-time analytics systems\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book will give you the practical knowledge and confidence to work with PySpark Structured Streaming in real-world environments.\u003c\/p\u003e\u003cp\u003eStart building production-ready streaming pipelines today.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47569320083607,"sku":"9798248912803","price":4066.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798248912803.webp?v=1774874633","url":"https:\/\/atlanticbooks.com\/products\/pyspark-structured-streaming-mastery-build-real-time-data-pipelines-with-kafka-apache-spark-production-ready-techniques-9798248912803","provider":"Atlantic Books","version":"1.0","type":"link"}