Introduction to Big Data

Table of contents

1. Introduction To Big Data
   1. Introduction To The Course
   2. About The Author
   3. Big Data Challenges
   4. Big Data Characteristics
   5. Problems In Capitalizing On Big Data
   6. Solving Big Data Problems
   7. The Challenges Of Relational Databases
2. MapReduce And Hadoop
   1. MapReduce And Hadoop
   2. MapReduce Algorithm
   3. Introducing Hadoop
3. Hadoop Distributed File System
   1. Hadoop Distributed File System
   2. Interacting With HDFS
4. Hadoop Infrastructure
   1. Hadoop Infrastructure
   2. YARN
5. Programming Hadoop
   1. Programming Hadoop
6. Hive
   1. Hive
   2. Hive Architecture
   3. Hive Data Model
   4. Hive Queries
   5. When To Use Hive
7. Pig
   1. Pig
   2. Pig Data Model
   3. Pig Latin
   4. Pig Example
   5. When To Use Pig
8. Scalding
   1. Scalding
   2. Programming With Scalding
   3. When To Use Scalding
9. Hadoop Ecosystem
   1. Hadoop Ecosystem
   2. HBase
   3. When To Use HBase
   4. Beyond Classic Hadoop - Spark And Flink
10. NoSQL
    1. NoSQL Stores
    2. Key-Value Stores
    3. Columnar Stores
    4. Document Stores
    5. Graph Stores
    6. Data Modeling For NoSQL Stores
11. Streaming
    1. Streaming
    2. Storm
    3. Spark And Flink Streaming
    4. Lambda Architecture
12. Big Data And NoSQL In The Enterprise
    1. Introducing Big Data And NoSQL In The Enterprise
    2. Polyglot Persistence
    3. Seven Habits Of Successful Big Data And NoSQL Projects
13. Wrap Up
    1. Wrap-Up