Spark Streaming Tutorial | Spark Streaming Example | Spark Tutorial For Beginners | Simplilearn
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- Äas pĆidĂĄn 27. 07. 2024
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This Spark streaming tutorial will help you to understand one of the major components of Apache Spark, i.e., Spark Streaming. You will learn the basics of Spark Streaming, the various data sources used in streaming, and the features of Spark Streaming. You will get an idea about discretized streams, transformations on DStreams, and how windowed stream processing works. You will also come across concepts like caching, checkpointing, and accumulators. Finally, you will see a real-time example of Spark Streaming and do a demo to count the occurrence of words in a file. Now, let's get started and learn Spark Streaming in detail.
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This Apache Spark and Scala certification training is designed to advance your expertise working with the Big Data Hadoop Ecosystem. You will master essential skills of the Apache Spark open source framework and the Scala programming language, including Spark Streaming, Spark SQL, machine learning programming, GraphX programming, and Shell Scripting Spark. This Scala Certification course will give you vital skillsets and a competitive advantage for an exciting career as a Hadoop Developer.
What is this Big Data Hadoop training course about?
The Big Data Hadoop and Spark developer course have been designed to impart an in-depth knowledge of Big Data processing using Hadoop and Spark. The course is packed with real-life projects and case studies to be executed in the CloudLab.
What are the course objectives?
Simplilearnâs Apache Spark and Scala certification training are designed to:
1. Advance your expertise in the Big Data Hadoop Ecosystem
2. Help you master essential Apache and Spark skills, such as Spark Streaming, Spark SQL, machine learning programming, GraphX programming and Shell Scripting Spark
3. Help you land a Hadoop developer job requiring Apache Spark expertise by giving you a real-life industry project coupled with 30 demos
What skills will you learn?
By completing this Apache Spark and Scala course you will be able to:
1. Understand the limitations of MapReduce and the role of Spark in overcoming these limitations
2. Understand the fundamentals of the Scala programming language and its features
3. Explain and master the process of installing Spark as a standalone cluster
4. Develop expertise in using Resilient Distributed Datasets (RDD) for creating applications in Spark
5. Master Structured Query Language (SQL) using SparkSQL
6. Gain a thorough understanding of Spark streaming features
7. Master and describe the features of Spark ML programming and GraphX programming
Who should take this Scala course?
1. Professionals aspiring for a career in the field of real-time big data analytics
2. Analytics professionals
3. Research professionals
4. IT developers and testers
5. Data scientists
6. BI and reporting professionals
7. Students who wish to gain a thorough understanding of Apache Spark
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Do you have any questions on this topic? Please share your feedback in the comment section below and we'll have our experts answer it for you. Get certified in Apache Spark and Hadoop from industry experts: www.simplilearn.com/big-data-and-analytics/big-data-and-hadoop-training . Thanks for watching the video. Cheers!
Thank you for your informative sentences. Please keep doing this type of videos.
More to come! Thank you for watching!
Thanks you this video help me very much..
You are welcome
Thank you for good video and clear example. I have the question about application extensibility. All business logic with parameters was hardcoded. Let's say that I need apply split delimiter wich store in external resource (redis, sql database, etc.) and sometimes can be refreshing. If I understend right the streaming applications very rarely restarts.
My qustion is, how topial parameres can be read and pass into method in realtime data processing?
Thank you for the video. Would you please share the samples you introduced to us for real practice?
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
Does hdfs can be a data source?
Hi, Simplilearn provides online training across the world. We would be happy to help you regarding this. Please visit us at www.simplilearn.com and drop us a query and we will get back to you! Thanks!
can i get the code?
Hi, Simplilearn provides online training across the world. We would be happy to help you regarding this. Please visit us at www.simplilearn.com and drop us a query and we will get back to you! Thanks!
Voice isn't clear.. what's the point of this video when there's background noise
Thank you for bringing this to our attention. Weâre sorry you had a bad experience. Weâll strive to do better
Spark streaming has been deprecated
Thanks for watching our video and sharing your thoughts. Do subscribe to our channel and stay tuned for more. Cheers!
very bad explanation
Thank you for your review. We are sorry to hear you had such a frustrating experience, but we really appreciate you bringing this issue to our attention