Big Data Engineering In Depth - Ch.04-20: Spark Operations

#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 two types of Spark operations: transformations and actions. - Learn about the immutability of Spark operations and its implications. - Explore examples of transformations and actions, including lazy evaluation and its benefits. 🔗 **Course Links:** - Lesson Link: https://www.garageeducation.org/docs/apache-spark/20-spark-operations - 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