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

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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
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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.
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Пікірлер: 106
@SimplilearnOfficial
@SimplilearnOfficial Жыл бұрын
🔥Post Graduate Program In Data Engineering: www.simplilearn.com/pgp-data-engineering-certification-training-course?Hadoop-znBa13Earms&Comments& 🔥Big Data Engineer Masters Program (Discount Code - YTBE15): www.simplilearn.com/big-data-engineer-masters-program?Hadoop-znBa13Earms&Comments&
@SimplilearnOfficial
@SimplilearnOfficial 4 жыл бұрын
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. Thanks for watching the video. Cheers!
@jugalsheth5556
@jugalsheth5556 3 жыл бұрын
what kind of projects can i do and where can i find the videos to a guide for them?
@aparfeno
@aparfeno 2 жыл бұрын
Thank you for such informative video. I would have liked to learn more concrete examples from use cases. The high level marketing info "spark helps increase video delivery quality" doesn't really mean anything
@chayanshrangraj4718
@chayanshrangraj4718 2 жыл бұрын
Eloquently explained the basics of spark! Amazing effort, thank you!
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad it was helpful!
@Unknown-qq9pd
@Unknown-qq9pd 2 жыл бұрын
The best summarized video on spark basics, kudos to the author for choice of words and presentation!!
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Thank you for the appreciation. You can check our videos related to various technologies and subscribe to our channel to stay updated with all the trending technologies.
@prernasheetalkumar7583
@prernasheetalkumar7583 2 жыл бұрын
Very well explained! Thank You so much for the post. Cheers!
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad it was helpful!
@mau_lopez
@mau_lopez 3 жыл бұрын
Excellent episode, very high level, very well explained, thanks a lot!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Glad you liked it!
@silviobuttenbender6386
@silviobuttenbender6386 2 жыл бұрын
Excellent explanation! Thank you so much for sharing your knowledge!
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad it was helpful!
@satyajeetsinghmahadik7154
@satyajeetsinghmahadik7154 Жыл бұрын
One of the best explanation I had untill now great work 👍🏻
@SimplilearnOfficial
@SimplilearnOfficial Жыл бұрын
Hey, thank you for appreciating our work. We are glad to have helped. Do check out our other tutorial videos and subscribe to us to stay connected. Cheers :)
@Heckerschee
@Heckerschee 3 жыл бұрын
Really well explained. Thank you!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Glad it was helpful!
@kaiserchu
@kaiserchu 2 жыл бұрын
Very well explained!!Thank You so much for this!
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad it was helpful!
@jonasm2243
@jonasm2243 Жыл бұрын
Thank you very much for this video - a perfect complete overview.
@SimplilearnOfficial
@SimplilearnOfficial Жыл бұрын
Glad it was helpful!
@onderyesil
@onderyesil 3 жыл бұрын
Can we also use Spark for collecting Data from Unstructured files like log file of low level Sytems like PLC's?
@jaypdevaney
@jaypdevaney 4 жыл бұрын
Great video! The concepts are very well illustrated and articulated.
@SimplilearnOfficial
@SimplilearnOfficial 4 жыл бұрын
Thank you kindly!
@MeriJ-ze5dd
@MeriJ-ze5dd 3 жыл бұрын
Great video ! Thank you very much !
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
You are welcome!
@pawanchoudhary5585
@pawanchoudhary5585 4 жыл бұрын
I enjoyed the video series and the details put by the author. One feedback which I would like from speaker is he needs to make pauses to engage with the audience. Also variation of tone will help. But apart from these minor comments and being technologist myself, I really appreciate the content and speaker to put such great detail into all these videos.
@SimplilearnOfficial
@SimplilearnOfficial 4 жыл бұрын
WooHoo! We are so happy you love our videos. Please do keep checking back in. We put up new videos every week on all your favorite topics. Whenever you have the time, you must also check out our blog page @simplilearn.com and tell us what you think. Have a good day!
@jamesang8735
@jamesang8735 2 жыл бұрын
Finally, a video that I could understand.. Thanks
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Hello thank you for watching our video .We are glad that we could help you in your learning !
@kkpw12
@kkpw12 3 жыл бұрын
Excellent video! thank you!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Thank you for the appreciation. You can check our videos related to various technologies and subscribe to our channel to stay updated with all the trending technologies.
@JacksonWelch
@JacksonWelch 3 жыл бұрын
Thank you for this!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Glad it was helpful!
@monikajain1992
@monikajain1992 20 күн бұрын
best video on Spark !
@SimplilearnOfficial
@SimplilearnOfficial 19 күн бұрын
WooHoo! We are so happy you love our videos. Please do keep checking back in. We put up new videos every day on all your favourite topics Have a good day!
@jeyanthip9428
@jeyanthip9428 2 жыл бұрын
Very useful. Well explained. Thank you
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad it was helpful!
@shivendrasinha
@shivendrasinha 2 жыл бұрын
Excellent Video, explained well at high level, clears lot of basic concepts.
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad it was helpful!
@jhumjhumdec8
@jhumjhumdec8 2 жыл бұрын
A Very Nice Video. Gives a good understanding.
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad it was helpful!
@jaysherif9594
@jaysherif9594 3 жыл бұрын
It's a great video for beginners like me
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
We are glad you found our video helpful. Like and share our video with your peers and also do not forget to subscribe to our channel for not missing video updates. We will be coming up with more such videos. Cheers!
@Heckerschee
@Heckerschee 3 жыл бұрын
Really great video!!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Thank you!
@retrofuturelife
@retrofuturelife 3 жыл бұрын
Simpli-Amazing!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Glad you like it!
@TejusNataraju
@TejusNataraju 4 жыл бұрын
Very Informative. Nicely explained!
@SimplilearnOfficial
@SimplilearnOfficial 4 жыл бұрын
Glad it was helpful!
@michaeld9682
@michaeld9682 3 жыл бұрын
Wonderful job!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Thank you! Cheers!
@ashokask2623
@ashokask2623 Жыл бұрын
good explanation and very clear to understand thank you
@SimplilearnOfficial
@SimplilearnOfficial Жыл бұрын
Glad it was helpful!
@AykutKlc
@AykutKlc 2 жыл бұрын
What does statically typed/dynamically inferred mean?
@AdityaKumar-rs5jn
@AdityaKumar-rs5jn 2 жыл бұрын
Awesome video to give a gist of spark..
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad you liked it!
@CommandoMaster
@CommandoMaster 4 жыл бұрын
Good stuff.
@SimplilearnOfficial
@SimplilearnOfficial 4 жыл бұрын
It is our pleasure! Check out for more in-depth tutorials: kzfaq.info/get/bejne/ebF8raeIstm1d4E.html! Happy learning!
@user-in4bo1bo6o
@user-in4bo1bo6o 2 жыл бұрын
Great video! Thanks a lot.
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad you liked it!
@nagapraveen5707
@nagapraveen5707 4 жыл бұрын
Well explained
@SimplilearnOfficial
@SimplilearnOfficial 4 жыл бұрын
Thank you!
@jawaharsharma122
@jawaharsharma122 3 жыл бұрын
Really wonderful sir.
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Many thanks
@RudraBhattacharya2
@RudraBhattacharya2 2 жыл бұрын
Very nicely explained.. Thanks
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Our pleasure
@bhushankarve4968
@bhushankarve4968 3 жыл бұрын
Excellent!!!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Thank you! Cheers!
@mgbaraka1
@mgbaraka1 3 жыл бұрын
thank you for a great vedio
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
You are welcome!
@aruneemdas5706
@aruneemdas5706 3 жыл бұрын
would it be a plus point for a data analysist to learn apache spark?..
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Definitely!
@mrunalshende1449
@mrunalshende1449 2 жыл бұрын
thank you so much ,Sir...!!
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Most welcome!
@kandalasri
@kandalasri 2 жыл бұрын
Very well explained
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Glad it was helpful!
@adarshtiwari7395
@adarshtiwari7395 11 ай бұрын
Thank you Mr Farhan Akhtar for the narration
@victorroy525
@victorroy525 Жыл бұрын
very nice !!
@SimplilearnOfficial
@SimplilearnOfficial Жыл бұрын
Thank you for choosing us as your learning partner. We are thrilled to hear that you enjoyed your experience with us! If you are looking to expand your knowledge further, we invite you to explore our other courses in the description box.
@WafaPRO
@WafaPRO 3 жыл бұрын
Just WoW
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Thanks for watching our video. Cheers!
@HenryPan
@HenryPan 3 жыл бұрын
Cool
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Thanks for watching. Cheers!
@amanrayat7215
@amanrayat7215 4 ай бұрын
apache spark and spark framework both r same or different ?
@akanshagoel8109
@akanshagoel8109 3 жыл бұрын
Gets a little confusing from Spark Architecture. Otherwise great work, thank you.
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
WooHoo! We are so happy you love our videos. Please do keep checking back in. We put up new videos every week on all your favorite topics. Whenever you have the time, you must also check out our blog page @simplilearn.com and tell us what you think. Have a good day!
@mrrishiraj88
@mrrishiraj88 3 жыл бұрын
🙏👍
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Thanks for watching our video and sharing your thoughts. Do subscribe to our channel and stay tuned for more. Cheers!
@HangNguyen-nw7yg
@HangNguyen-nw7yg Жыл бұрын
x100 times faster with smaller sets of data, but with big data should be x3 times faster
@SimplilearnOfficial
@SimplilearnOfficial Жыл бұрын
Thanks for watching our video and sharing your thoughts. Do subscribe to our channel and stay tuned for more. Cheers!
@3DVector
@3DVector 2 жыл бұрын
Hadoop is slow because it's written in Java?!!!! It's slow because of the model it uses NOT java specifically. Spark - like Hadoop - is running on the JVM as well, so performance is NOT AT ALL related to the used language!
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Thanks for watching our video and sharing your thoughts. Do subscribe to our channel and stay tuned for more. Cheers!
@arianaraghi2176
@arianaraghi2176 3 жыл бұрын
Great material, great presentation, but lecturer had no excite in his voice and it made the video a bit boring.
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Hello, thank you for watching our video. We are glad that you liked our video. Do subscribe and stay connected with us. Cheers :)
@kashifchauhan2353
@kashifchauhan2353 3 жыл бұрын
hi everyone who watched this video!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
We hope you watched our video. Do subscribe to our channel and stay tuned for more.
@madhur83
@madhur83 2 жыл бұрын
I think presenter mixed up between transient and resilient.
@SimplilearnOfficial
@SimplilearnOfficial 2 жыл бұрын
Thanks for watching our video and sharing your thoughts. Do subscribe to our channel and stay tuned for more. Cheers!
@aholmes1397
@aholmes1397 3 жыл бұрын
The whole time he was saying "result" I thought he was saying desert. -__________________-
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Sorry for the bad experience. We will look into your feedback.
@ayo9344
@ayo9344 3 жыл бұрын
I had an Asian teacher in college, who pronounced result as...rejert. Her Engerish wasn't that bad either. It took me almost half the semester before I realized rejert wasn't part of the terminology.
@ayo9344
@ayo9344 3 жыл бұрын
"KZfaq has data which is worth watching 10 years" This is not English.
@SimplilearnOfficial
@SimplilearnOfficial 3 жыл бұрын
Thanks for watching our video. Cheers!
@GagandeepSinghKundi
@GagandeepSinghKundi 3 жыл бұрын
Shut up!
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