Apache Spark Full Course | Apache Spark Tutorial For Beginners | Learn Spark In 7 Hours |Simplilearn

🔥Professional Certificate Program in Data Engineering - https://www.simplilearn.com/pgp-data-engineering-certification-training-course?utm_campaign=vqEF9F7pH40&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥IITK - Professional Certificate Course in Data Science (India Only) - https://www.simplilearn.com/iitk-professional-certificate-course-data-science?utm_campaign=vqEF9F7pH40&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Purdue - Professional Certificate in Data Science and Generative AI - https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=vqEF9F7pH40&utm_medium=DescriptionFirstFold&utm_source=Youtube This Simplilearn video on Apache Spark Full Course will help you learn the basics of Big Data, what Apache Spark is, and the architecture of Apache Spark. Here you will learn Spark in 7 hours. You will look at Spark installation, Spark Streaming, Spark MLlib, Spark SQL, and PySpark. Finally, you will also go through the top Apache Spark interview questions. Now, let's get started with this Apache Spark tutorial for beginners! Below topics are explained in this Apache Spark Full Course: 1. Introduction 00:00 2. History of Spark 06:48 3. What is Spark 07:28 4. Hadoop vs spark 08:32 5. Components of Apache Spark 14:14 6. Spark Architecture 33:26 7. Applications of Spark 40:05 8. Spark Use Case 42:08 9. Running a Spark Application 44:08 10. Apache Spark installation on Windows 01:01:03 11. Apache Spark installation on Ubuntu 01:31:54 12. What is Spark Streaming 01:49:31 13. Spark Streaming data sources 01:50:39 14. Features of Spark Streaming 01:52:19 15. Working of Spark Streaming 01:52:53 16. Discretized Streams 01:54:03 17. caching/persistence 02:02:17 18. checkpointing in spark streaming 02:04:34 19. Demo on Spark Streaming 02:18:27 20. What is Spark MLlib 02:47:29 21. What is Machine Learning 02:49:14 22. Machine Learning Algorithms 02:51:38 23. Spark MLlib Tools 02:53:01 24. Spark MLlib Data Types 02:56:42 25. Machine Learning Pipelines 03:09:05 26. Spark MLlib Demo 03:18:38 27. What is Spark SQL 04:01:40 28. Spark SQL Features 04:03:52 29. Spark SQL Architecture 04:07:43 30. Spark SQL Data Frame 04:09:59 31. Spark SQL Data Source 04:11:55 32. Spark SQL Demo 04:23:00 33. What is PySpark 04:52:03 34. PySpark Features 04:58:02 35. PySpark with Python and Scala 04:58:54 36. PySpark Contents 05:00:35 37. PySpark Subpackages 05:40:10 38. Companies using PySpark 05:41:16 39. PySpark Demo 05:41:49 40. Spark Interview Questions 05:50:43 Watch more videos on Spark Training: https://www.youtube.com/playlist?list=PLEiEAq2VkUUK3tuBXyd01meHuDj7RLjHv #ApcheSparkFullCourse #ApcheSparkTutorial #SparkTutorialForBeginners #Learn ApacheSpark #LearnApacheSparkIn7Hours #SparkArchitecture #ApacheSpark #ApacheSparkTutorial #WhatIsApacheSpark #SimplilearnApacheSpark #Simplilearn ➡️ About Data Science Course in collaboration with IBM This Data Science course in collaboration with IBM propels your career to become a data scientist. Gain expertise in in-demand skills like Python, SQL, Excel, Machine Learning, Tableau, generative AI, and more. Dive deep into data interpretation nuances, master Machine Learning, and enhance programming skills to elevate your Data Science career. Key Features ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ Masterclasses from IBM experts ✅ Dedicated live sessions by faculty of industry experts ✅ Industry-recognized Data Scientist Master’s certificate from Simplilearn ✅ Industry-recognized IBM certifications for IBM courses ✅ Ask-Me-Anything (AMA) sessions with IBM leadership ✅ Capstone from 3 domains and 25+ projects ✅ Exclusive hackathons conducted by IBM ✅ Lifetime access to self-paced learning content ✅ Program crafted to initiate your journey as a Data Scientist ✅ Integrated labs for hands-on learning experience Skills Covered ✅ Generative AI ✅ Prompt Engineering ✅ ChatGPT ✅ Exploratory Data Analysis ✅ Descriptive Statistics ✅ Inferential Statistics ✅ Explainable AI ✅ Conversational AI ✅ Large Language Models ✅ Model Building and Finetuning ✅ Ensemble Learning ✅ Data Visualization ✅ Database Management 👉 Learn More At: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=Hadoop-vqEF9F7pH40&utm_medium=Description&utm_source=youtube 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688