Big Data Full Course - Apache Spark Architecture | Data Engineer Full Course | Lecture 12

Welcome to the twelfth lecture of the Data Engineering Full Course series by AmpCode! 🚀 In this video, we’ll dive deep into the architecture of Apache Spark, which is key to understanding how Spark achieves its speed and scalability. Knowing Spark’s architecture will help you make the most of this powerful data processing engine. 🔍 What You'll Learn: Overview of Apache Spark's architecture The roles of Driver, Executors, and Cluster Manager in Spark How Spark processes data using DAGs (Directed Acyclic Graphs) The importance of RDDs, DataFrames, and Datasets in Spark’s architecture By the end of this lecture, you’ll have a thorough understanding of how Spark operates under the hood and how its architecture allows for fast and efficient big data processing. 🔔 Don’t forget to subscribe to AmpCode for more lectures and updates. If you found this video helpful, please like it and share it with others interested in data engineering. Let's continue our journey of mastering Apache Spark together! --------------------------------------------------------------------------------------------------------- Installation links: Oracle VM Virtualbox: https://download.virtualbox.org/virtualbox/6.1.32/VirtualBox-6.1.32-149290-Win.exe HDP Sandbox link(step-by-step procedure): https://hackmd.io/@firasj/BkSQJQ8eh HDP Sandbox installation guide: https://hortonworks.com/tutorial/sandbox-deployment-and-install-guide/section/1/ ------------------------------------------------------------------------------------------------------------- Also check out our full Apache Hadoop course: https://youtube.com/playlist?list=PL6UwySlcwEYJ2hFuGIvr4VEHUAfl-GCNT ---------------------------------------------------------------------------------------------------------------------- Apache Spark Installation links: 1. Download JDK: https://www.oracle.com/in/java/technologies/downloads/#jdk19-windows 2. Download Python: https://www.python.org/downloads/ 3. Download Spark: https://spark.apache.org/downloads.html ------------------------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------------------------- Also check out similar informative videos in the field of cloud computing: What is Big Data: https://youtu.be/-BoykjY5nKg How Cloud Computing changed the world: https://youtu.be/lf2lQAyW2b4 What is Cloud? https://youtu.be/DeCMeA9Xm2g Top 10 facts about Cloud Computing that will blow your mind! https://youtu.be/hmxNJEQ4XVY Audience This tutorial has been prepared for professionals/students aspiring to learn deep knowledge of Big Data Analytics using Apache Spark and become a Spark Developer and Data Engineer roles. In addition, it would be useful for Analytics Professionals and ETL developers as well. Prerequisites Before proceeding with this full course, it is good to have prior exposure to Python programming, database concepts, and any of the Linux operating system flavors. ----------------------------------------------------------------------------------------------------------------------- Check out our full course topic wise playlist on some of the most popular technologies: SQL Full Course Playlist- https://youtube.com/playlist?list=PL6UwySlcwEYISVLQlYi3W6rGCIo9sJM0J PYTHON Full Course Playlist- https://youtube.com/playlist?list=PL6UwySlcwEYJgM4eUQOvR1KAWryFYcclq Data Warehouse Playlist- https://youtube.com/playlist?list=PL6UwySlcwEYKxi-fQHLkVYDZrJcBawZA9 Unix Shell Scripting Full Course Playlist- https://youtube.com/playlist?list=PL6UwySlcwEYIZGsbXnUxsojD0yeUA67lb -----------------------------------------------------------------------------------------------------------------------Don't forget to like and follow us on our social media accounts: Facebook- https://www.facebook.com/ampcode Instagram- https://www.instagram.com/ampcode_tutorials/ Twitter- https://twitter.com/ampcodetutorial Tumblr- ampcode.tumblr.com ----------------------------------------------------------------------------------------------------------------------- Channel Description- AmpCode provides you e-learning platform with a mission of making education accessible to every student. AmpCode will provide you tutorials, full courses of some of the best technologies in the world today. By subscribing to this channel, you will never miss out on high quality videos on trending topics in the areas of Big Data & Hadoop, DevOps, Machine Learning, Artificial Intelligence, Angular, Data Science, Apache Spark, Python, Selenium, Tableau, AWS , Digital Marketing and many more. #pyspark #bigdata #datascience #dataanalytics #datascientist #spark #dataengineering #apachespark