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#BigData #Spark #بالعربي #DataEngineering **Big Data Engineering in Depth with Apache Spark** Welcome to our comprehensive guide on Apache Spark! In this episode, we cover the following topics: 📌 **Objectives:** - Understand the basic idea and stages of MapReduce. - Learn about the limitations of MapReduce and the motivation for Spark. - Explore the improvements offered by Spark over MapReduce, including in-memory processing and optimized execution. 🔗 **Course Links:** - Lesson Link: https://www.garageeducation.org/docs/apache-spark/11-from-map-reduce-to-spark - Discord Group: https://discord.gg/v7HEaJhHmg 📢 **Disclaimer:** This disclaimer informs the audience that the views, thoughts, and opinions presented in the video belong solely to the author and not necessarily to the author's employer, organization, committee, or other group or individual. 📣 **Follow us on Social Media:** - Twitter: https://twitter.com/garageeducation - Facebook: https://www.facebook.com/GarageEducationCourses/ - YouTube: https://www.youtube.com/c/GarageEducation - Website: https://www.GarageEducation.org/ - LinkedIn: https://www.linkedin.com/in/MoustafaAMahmoud 🔖 **Tags:** #BigData #Spark #Hadoop #DataEngineering #ApacheSpark #BigDataAnalytics #DataScience #MachineLearning #Python #Scala #DataLake #CloudComputing #DistributedComputing #DataProcessing #Analytics
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