دانلود کتاب شروع آپاچی اسپارک 3 با DataFrame، Spark SQL، استریم ساخت یافته و کتابخانه های بادگیری ماشین

According to Andrew Ng, AI is the new electricity—powered by big data. It is evident the intersection between big data and AI will grow bigger and stronger as time goes on. Apache Spark was born before the AI revolution. However, it has evolved into an invaluable piece of big data technology to help companies around the world to transform their business with big data and machine learning. Apache Spark version 3.0 was released in 2020, the same year as Spark’s tenth anniversary. Release 3.0 includes many improvements and advancements across the Spark stack. Some of the notable features include 2x performance improvement with adaptive query execution, significant performance improvement and ease of use in panda APIs, and new UI for structured streaming to gain insights into the streaming queries and debug performance-related issues. There is no better time to learn and gain Apache Spark skills.