Big Data Tutorial For Beginners | Big Data Full Course | Learn Big Data Step By Step | Simplilearn

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In this full course video on Big data, you will learn about Big data, Hadoop, and Spark. First, we will look into a big data tutorial, the challenges in big data, and how Hadoop solves these challenges. You will learn how to install Hadoop, then understand the various components of Hadoop that are HDFS, MapReduce, and YARN. HDFS will teach you how to store big data, and MapReduce will show you how to process this big data. In YARN, you will learn how cluster resource management works. In addition to these components, you will also look into the Hadoop ecosystem, which consists of Hive, Pig, Sqoop, and HBase.

Below topics are explained in this Big Data full course video:
1.Evolution of Big Data - 00:58
2.Why Big Data? - 05:38
3.What is Big Data? - 10:18
4.5 V's of Big Data - 11:48
5.Challenges of Big Data - 24:18
6.Hadoop as a Solution - 27:58
7.Cloudera Hadoop Installation - 30:28
8.Hadoop Ecosystem - 58:39
9.Hadoop Distributed File System - 1:07:00
10.MapReduce Analogy - 1:46:40
11.What is MApReduce? - 1:48:40
12.Parallel Processing-MapReduce - 1:54:20
13.MapReduce Workflow - 1:54:50
14.MapReduce Architecture - 2:01:50
15.Hadoop 1.0(MR 1) - 2:29:50
16.Limitations of Hadoop 1.0(MR 1) - 2:34:30
17.Need for YARN - 2:36:40
18.What is YARN? - 2:39:30
19.YARN Components - 2:41:30
20.YARN Components-Node MAnager -2:49:40
21.What is Sqoop? - 3:35:31
22.Sqoop Features - 3:36:01
23.Sqoop Architecture - 3:37:10
24.What is Apache Spark? - 5:53:02
25.History of Apache Spark - 5:53:32
26.Apache Spark Installation on Windows - 6:30:52
27.Apache Spark Installation on ubuntu - 7:01:42
28.YARN - 8:10:48

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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 YouTube, 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

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