What Is Apache Spark? | Apache Spark Tutorial | Apache Spark For Beginners | Simplilearn

What Is Apache Spark? | Apache Spark Tutorial | Apache Spark For Beginners | Simplilearn

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What Is Apache Spark? | Apache Spark Tutorial | Apache Spark For Beginners | Simplilearn
🔥Professional Certificate Program in Data Engineering - https://www.simplilearn.com/pgp-data-engineering-certification-training-course?utm_campaign=znBa13Earms&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=znBa13Earms&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=znBa13Earms&utm_medium=DescriptionFirstFold&utm_source=Youtube This video on What Is Apache Spark? covers all the basics of Apache Spark that a beginner needs to know. In this introduction to Apache Spark video, we will discuss what is Apache Spark, the history of Spark, Hadoop vs Spark, Spark features, components of Apache Spark, Spark core, Spark SQL, Spark streaming, applications of Spark, etc. Below topics are explained in this Apache Spark Tutorial: 00.00 Introduction 00:41 History of Spark 01:22 What is Spark? 02:26 Hadoop vs Spark 05:29 Spark Features 08:27 Components of Apache Spark 10:24 Spark Core 11:28 Resilient Distributed Dataset 18:08 Spark SQL 21:28 Spark Streaming 24:57 Spark MLlib 25:54 GraphX 27:20 Spark architecture 32:16 Spark Cluster Managers 33:59 Applications of Spark 36:01 Spark use case 38:02 Conclusion Watch more videos on Spark Training: https://www.youtube.com/playlist?list=PLEiEAq2VkUUK3tuBXyd01meHuDj7RLjHv #WhatIsApacheSpark #ApacheSpark #ApacheSparkTutorial #SparkTutorialForBeginners #SimplilearnApacheSpark #SparkTutorial #Simplilearn Introduction to Apache Spark: Apache Spark Is an open-source cluster computing framework that was initially developed at UC Berkeley in the AMPLab. As compared to the disk-based, two-stage MapReduce of Hadoop, Spark provides up to 100 times faster performance for a few applications with in-memory primitives. This makes it suitable for machine learning algorithms, as it allows programs to load data into the memory of a cluster and query the data constantly. A Spark project contains various components such as Spark Core and Resilient Distributed Datasets or RDDs, Spark SQL, Spark Streaming, Machine Learning Library or Mllib, and GraphX. ➡️ 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-znBa13Earms&utm_medium=Description&utm_source=youtube 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688