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MongoDB

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MongoDB

Categories: NoSQL
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About Course

Objective
MongoDB is an open-source NoSQL document database that provides high performance, high availability, and automatic scaling. MongoDB provides high performance data persistence such as support for embedded data models reduces I/O activity on database system and it has indexes which support faster queries and can include keys from embedded documents and arrays.

An Overview of Big data

  • What is Big Data.
  • Different formats of data
  • Distributed and Parallel processing of Big Data
  • Different frameworks for handling Big Data
  • Batch and Real Time Processing

An Overview of SQL Relational Databases

  • The Role of the MySQL Database Server
  • Databases, Tables, Rows and Columns
  • Recap on Primary Keys and Foreign Keys Explained

Understanding of NoSQL Non-Relational Databases

  • Introduction to NoSQL databases
  • Landscape of NoSQL
  • CAP Theorem and Eventual consistency 
  • Batch Time Processing v/s Real Time processing
  • Difference between NoSQL and SQL databases
  • Introduction to different types of NoSQL databases
  • Key – value
  • Columnar
  • Document
  • Graph based

Introduction to NoSQL MongoDB Document Databases

  • Introduction to MongoDB databases
  • Installation of MongoDB 3.4.9 on Linux environment RHEL (6 or 7) 64 bit
  • MongoDB – deployment 
  • Mongo Shell
  • Databases and Collections

CRUD operations

  • Views
  • Documents
  • Data Import from JSON format
  • Inserting documents
  • Query documents with conditions
  • Sort and Limit operations
  • Updating documents
  • Upsert operations
  • Data export

Indexes

  • Creating Indexes
  • Text Indexes and Search

Aggregation Framework

  • Aggregation concepts
  • Aggregation Pipelines
  • Shell Methods
  • Query Operators

Schema Design

  • Schema Design concepts for MongoDB
  • One to Many and Many to Many relationships
  • Embedding documents

Replication and Sharding

  • Understanding Replication
  • Replica sets
  • Concepts of Sharding
  • Impact of Sharding on performance
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