Apache Spark Full Course | Apache Spark Tutorial For Beginners | Learn Spark In 7 Hours |Simplilearn
HTML-код
- Опубликовано: 13 июн 2024
- 🔥Post Graduate Program In Data Engineering: www.simplilearn.com/pgp-data-...
🔥Big Data Engineer Masters Program (Discount Code - YTBE15): www.simplilearn.com/big-data-...
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
To learn more about Spark, subscribe to our RUclips channel: ruclips.net/user/Simplile...
Watch more videos on Spark Training: • Apache Spark & Scala S...
#ApcheSparkFullCourse #ApcheSparkTutorial #SparkTutorialForBeginners #Learn ApacheSpark #LearnApacheSparkIn7Hours #SparkArchitecture #ApacheSpark #ApacheSparkTutorial #WhatIsApacheSpark #SimplilearnApacheSpark #Simplilearn
🔥Free Big Data Hadoop & Spark Developer Course: www.simplilearn.com/learn-had...
➡️ About Post Graduate Program In Data Engineering
This Data Engineering course is ideal for professionals, covering critical topics like the Hadoop framework, Data Processing using Spark, Data Pipelines with Kafka, Big Data on AWS, and Azure cloud infrastructures. This program is delivered via live sessions, industry projects, IBM hackathons, and Ask Me Anything sessions.
✅ Key Features
Post Graduate Program Certificate and Alumni Association membership
- Exclusive Master Classes and Ask me Anything sessions by IBM
- 8X higher live interaction in live Data Engineering online classes by industry experts
- Capstone from 3 domains and 14+ Projects with Industry datasets from RUclips, Glassdoor, Facebook etc.
- Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Skills Covered
- Real-Time Data Processing
- Data Pipelining
- Big Data Analytics
- Data Visualization
- Provisioning data storage services
- Apache Hadoop
- Ingesting Streaming and Batch Data
- Transforming Data
- Implementing Security Requirements
- Data Protection
- Encryption Techniques
- Data Governance and Compliance Controls
👉 Learn More At: www.simplilearn.com/pgp-data-...
🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688
![PADDINGTON IN PERU - Official Trailer [4K] - Paddington Bear is back!](http://i.ytimg.com/vi/lKgitu25ZAg/mqdefault.jpg)
🔥Prost Graduate Program In Data Engineering: www.simplilearn.com/pgp-data-engineering-certification-training-course?Hadoop-vqEF9F7pH40&Comment&
Below topics are explained in this Apache Spark Full Course:
1. Animated Video 01:15
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 insallation on Windows 01:01:03
11. Apache Spark insallation 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
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!
If you start the timestamps from 00:00 and and them to the description box, youtube will help you create "chapters" that help views to navigate different sections
The best tutorial on this subject that I have come across. Thank you.
Glad it was helpful!
Excellent video on Apache Spark. Special thanks to Ajay and also to the entire Simplilearn team!
Thanks a ton
Fascinating, an exelent and inspirational tutorial. Would love to watch a tutorial of SMACK Stack
Coming soon!
Actually I'm in Gap Year in Japan in order to learn the language. I didn't touch to spark and scala since one year and I need to review it. It's really hard to do that alone. I started this tutorial and it seems really good. I will do it every days ! Thank you for this free valuable content
Thank you so much for the tutorial sir
You are most welcome
man you are great, you are the best
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.
Can you please make a video explicitly for pyspark, a long one?
Hey Himanshu, thank you for watching our video. We will definitely look into your suggestions. Do subscribe and stay tuned for updates on our channel. Cheers :)
The first question answer which was ask by u on time 5:40 -> answer is option 1
good for beginners
Hello, thank you for watching our video. We are glad that you liked our video. Do subscribe and stay connected with us. Cheers :)
Spark vs PySpark is same or not? If not should i learn scala for learning Apache Spark?
Vvvvelcome to another tech tutorial sir.
How cute introduction
Thank you! 😊
Can you please provide the slides that you have to revise ?
Hi Pavan, we regret to say that we don't have slides for the full course videos. Thanks.
Answer1
Where can i find the slides from this video
Sorry, we don't have slides for full course video.
Can you plz give us full course of Animation designing or graphic designing ....
Hi Harsh, we don't provide Video animation courses. However, you can check out this link: www.apnaahangout.com/animation-courses/
@@SimplilearnOfficial Thank you
You are very welcome!
how to access web console?
To access the web console in Apache Spark, follow these steps. Start Apache Spark by running "spark-shell" or "pyspark" in the terminal or command prompt. Once Spark is running, it will display a URL for the web console. Look for a line mentioning the Spark context, which includes the URL. Copy the URL and paste it into a web browser. Press Enter to load the Spark web console. The web console provides a user interface to monitor and manage Spark applications. It offers insights into job progress, stages, tasks, and executor metrics. You can use the web console to analyze performance and troubleshoot issues in your Spark applications. By accessing the web console, you gain a powerful tool to monitor and optimize your Spark workflows.
Hindi Courses bhi banadiya karo plz
Hi, we regret to say that it is not possible to make the content in Hindi as we have global audience base. Thanks for understanding.
pls provide the link of the code
Hello, thanks for viewing our tutorial. You can find your requested dataset in the video description. Hope that helps.
How do people find the time to make these massive courses and to make them available for free? 🤔
Hi Mikomi, we help the people to upskill and learn new things for free through RUclips. Do show your love by subscribing to our channel using this link: ruclips.net/user/Simplilearn and don't forget to hit the like button as well. Cheers!
How 40 exabytes is generated by single mobile user?
"Hi Nanthak,
40 exabytes is generated through out and not by a single mobile phone."
"Scala is simple"???
Scala Programming is based on Java, so if you are aware of Java syntax, then it's pretty easy to learn Scala.
No. Not at all.