Introduction to Big Data 📊 Big Data Full Course for Beginners ⚡️
About this Course Big Data
This course is perfect for beginners who want to learn about Big Data, Hadoop, NoSQL and other related technologies. You don't need to have any programming experience to get started. Throughout the course, you will gain knowledge on Big Data concepts and techniques such as MapReduce and Hadoop. You will also learn various ways to program Big Data applications and get introduced to the Hadoop ecosystem. Other topics that will be covered include NoSQL stores and their best uses, and how Big Data and NoSQL are utilized in the enterprise. Upon completion of this course, you will have a clear understanding of Big Data and NoSQL technologies.
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Introduction To Big Data
0:00:00 Introduction To The Course
0:00:56 Big Data Challenges
0:03:00 Big Data Characteristics
0:08:50 Problems In Capitalizing On Big Data
0:12:00 Solving Big Data Problems
0:14:10 The Challenges Of Relational Databases
MapReduce And Hadoop
0:17:48 MapReduce And Hadoop
0:20:15 MapReduce Algorithm
0:26:23 Introducing Hadoop
Hadoop Distributed File System
0:29:49 Hadoop Distributed File System
0:35:30 Interacting With HDFS
Hadoop Infrastructure
0:38:27 Hadoop Infrastructure
0:42:15 YARN
Programming Hadoop
0:44:34 Programming Hadoop
Hive
0:49:28 Hive
0:55:41 Hive Architecture
1:00:26 Big Data
1:00:41 Hive Data Model
1:06:00 Hive Queries
1:09:09 When To Use Hive
Pig
1:12:15 Pig
1:15:16 Pig Data Model
1:18:46 Pig Latin
1:24:42 Pig Example
1:28:22 When To Use Pig
Scalding
1:31:34 Scalding
1:34:48 Programming With Scalding
1:40:31 When To Use Scalding
Hadoop Ecosystem
1:43:18 Hadoop Ecosystem
1:52:07 HBase
2:00:26 Big Data HBase
2:00:36 When To Use HBase
2:02:44 Beyond Classic Hadoop - Spark And Flink
NoSQL
2:09:59 NoSQL Stores
2:17:47 Key-Value Stores
2:20:38 Columnar Stores
2:24:03 Document Stores
2:26:39 Graph Stores
2:29:07 Data Modeling For NoSQL Stores
Streaming
2:32:41 Streaming
2:34:39 Storm
2:38:24 Spark And Flink Streaming
2:40:33 Lambda Architecture
Big Data And NoSQL In The Enterprise
2:43:23 Introducing Big Data And NoSQL In The Enterprise
2:49:57 Big Data NoSQL
2:50:02 Polyglot Persistence
2:55:29 Seven Habits Of Successful Big Data And NoSQL Projects
Wrap Up
2:58:10 Wrap-Up
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