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This video on Spark Architecture will give an idea of what is Apache Spark, the essential features in Spark, and the different Spark components. You will learn about Spark Core, Spark SQL, Spark Streaming, Spark MLlib, and Graphx. You will understand how Spark processes an application. Finally, you will perform a demo on Apache Spark.
Below are the topics covered in this Apache Spark Architecture Video:
0:00 Start
0:30 What is Apache Spark?
3:30 Spark Components
5:54 Spark Core
6:36 Spark RDD
10:18 Spark SQL
17:36 Spark Streaming
22:01 Spark MLlib
23:49 GraphX
25:38 Spark Architecture
30:40 Running a Spark Application
41:45 How a Spark application runs on a cluster?
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➡️ 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 KZread, 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-...
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