MongoDB Training Institute
MongoDB Course Curriculum:
1. Design Goals, Architecture and Installation
Understanding Base Concepts of Database, Database Categories, What is NoSQL? Why NoSQL? Benefit over RDBMS, Types of NoSQL Database, and NoSQL vs. SQL Comparison, ACID & Base Property, CAP Theorem, and Implementing NoSQL, What is MongoDB? Overview of MongoDB, Design Goals for MongoDB Server and Database, MongoDB Tools, Depth Understanding of Database, Collection, Documents and Key /Values etc., Introduction to JSON and BSON Documents, Installation/Running MongoDB on various platforms Windows, Linux, MAC OS etc., Environment Setup (Live Hands on), Usage of various MongoDB Tools available with MongoDB Package, Project: Problem Statement.
2. CRUD Operations
MongoDB Development Architecture, MongoDB Production Architecture, MongoDB CRUD Introduction, MongoDB CRUD Concepts, MongoDB CRUD Concerns (Read & Write Operations), Concern Levels, Journalling etc., Cursor, Query Optimizations, Query Behaviours in MongoDB, Distributed Read & Write Queries, MongoDB Datatypes, MongoDB CRUD Syntax & Queries (Live Hands on).
3. Schema Design and Data Modelling
Data Modelling Concepts, Type of Data Modelling, Why Data Modelling? Data Modelling Approach, Analogy between RDBMS & MongoDB Data Model, MongoDB Data Model (Embedding & Linking), Challenges for Data Modelling in MongoDB, Data Model Examples and Patterns, Model Relationships between Documents: Model One-to-One Relationships with Embedded Documents, Model One-to-Many Relationships with Embedded Documents, Model One-to-Many Relationships with Document References, Model Tree Structures: Model Tree Structures with Parent References, Model Tree Structures with Child References, Model Tree Structures with an Array of Ancestors, Model Tree Structures with Materialized Paths, Model Tree Structures with Nested Sets, Model Specific Application Contexts: Model Data for Atomic Operations, Model Data to Support Keyword Search, Data Model References, Use Case of Data modelling.
Administration Concept in MongoDB, Health Check of MongoDB Database, Monitoring of Various issues related with Database, Monitoring at Server, Database, Collection Level, and Various Monitoring Tools related to MongoDB, Database Profiling, Locks, Memory Usage, No of connections, page fault etc., Backup and Recovery Methods for MongoDB, Export and Import of Data to and From MongoDB, Run time configuration of MongoDB, Production Notes/Bets Practices, Data Managements in MongoDB (Capped Collections/ Expired data from TTL), Hands on Administrative Tasks.
5. Scalability and Availability
Introduction to Replication (High Availability), Concepts around Replication, What is ReplicaSet and Master Slave Replication? Type of Replication in MongoDB, How to setup a replicated cluster, Managing ReplicaSets etc., Introduction to Sharding (Horizontal Scaling), Concepts around Sharding, What is shards, Key, ConfigServer, Query Router etc.? How to setup a Sharding, Type of Sharding (Hash Based, Range Based etc.), and Managing Shards.
6. Indexing and Aggregation Framework
Index Introduction, Index Concepts, Index Types, Index Properties, Index Creation, Index Tutorial, Indexing Reference, Aggregation to Introduction, Approach to Aggregation, Type of Aggregation (Pipeline, MapReduce & Single Purpose) and Performance Tuning.
7. Application Engineering and MongoDB Tools
MongoDB Package Components, Configuration File Options, MongoDB Limits and Thresholds, Connection String URI Format/ Integration of any compatible tool with MongoDB, API and Drivers for MongoDB, MMS (MongoDB Monitoring Service), HTTP and Rest Interface, Integration of MongoDB with Hadoop and Data Migration MongoDB with Hadoop (MongoDB to Hive).
8. Project, Additional Concepts and Case Studies
Security Introduction, Security Concepts, Security Tutorials, Integration of MongoDB with Jaspersoft, Integration of MongoDB with Pentaho, Integration of MongoDB with Hadoop/Hive, Integration of MongoDB with Java, Integration of MongoDB with GUI Tool Robomongo, Project on MongoDB and Java.
About Ascent MongoDB Software Training institute
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