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MongoDB Advanced Developer

Master MongoDB's power. Architect scalable databases. Command premium salaries.

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MongoDB Advanced Developer

6 Modules

Course Curriculum

6 Modules · 15 Chapters · 15 Topics · 186 Sub-topics

Introduction to MongoDB

1 Topics

Introduction to MongoDB

10 Sub-topics

What is MongoDB and NoSQL Databases

MongoDB vs Relational Databases

MongoDB Architecture Overview

Understanding Documents and Collections

JSON and BSON Format

Installing MongoDB Community Edition

MongoDB Compass - GUI Tool Overview

MongoDB Shell Basics

Creating Your First Database

Inserting Your First Document

Advanced Querying Techniques

1 Topics

Complex Query Patterns

12 Sub-topics

Regular Expression Queries

Regex Performance Considerations

Case-Insensitive Searches

Query Modifiers

Read Preference Options

Read Concern Levels

Write Concern Options

Collation for String Comparison

Query Comments for Debugging

maxTimeMS for Query Timeout

Tailable Cursors

Cursor Methods and Options

Data Modeling Fundamentals

1 Topics

Schema Design Principles

15 Sub-topics

Document Design Principles

Embedded Documents vs References

One-to-One Relationships

One-to-Many Relationships - Embedding

One-to-Many Relationships - Referencing

Many-to-Many Relationships

Denormalization Strategies

Schema Design Patterns Overview

Polymorphic Pattern

Attribute Pattern

Bucket Pattern

Schema Validation - Part 1 (JSON Schema)

Schema Validation - Part 2 (Rules and Options)

Modeling Time-Series Data

Modeling Hierarchical Data

Advanced Data Modeling Scenarios

1 Topics

Domain-Specific Modeling

12 Sub-topics

E-Commerce Data Model

Social Network Data Model

Content Management System Model

IoT Application Data Model

Analytics Platform Data Model

Multi-Tenancy Patterns

Audit Log Design

Event Sourcing with MongoDB

CQRS Pattern Implementation

Polymorphic Schema Design

Schema Migration Strategies

Handling Large Documents

Application Design Patterns

1 Topics

Design Patterns

13 Sub-topics

Repository Pattern with MongoDB

Data Access Layer Design

Connection Pooling Strategies

Caching Patterns

Write-Through Cache Pattern

Lazy Loading Pattern

Computed Pattern

Document Versioning Pattern

Approximation Pattern

Tree Patterns (Parent Reference, Child Reference)

Materialized Path Pattern

Subset Pattern

Extended Reference Pattern

Indexes - Part 2 (Advanced Types)

1 Topics

Specialized Indexes

12 Sub-topics

Unique Indexes

Partial Indexes

Sparse Indexes

TTL Indexes

Multikey Indexes

Text Indexes - Part 1 (Creation)

Text Indexes - Part 2 (Text Search)

Text Search Scoring

Wildcard Indexes

Geospatial Indexes (2d)

Geospatial Indexes (2dsphere)

Geospatial Queries

Query Performance and Optimization

1 Topics

Performance Analysis

12 Sub-topics

Understanding Query Plans

explain() Method - Execution Stats

explain() Method - Query Planner

Analyzing Index Usage

Index Selectivity

Covered Queries

Query Optimization Strategies

Avoiding Collection Scans

Index Intersection

Query Hints

Query Performance Metrics

Common Performance Pitfalls

Performance Optimization for Developers

1 Topics

Optimization Techniques

14 Sub-topics

Query Optimization Techniques

Index Usage Optimization

Document Design for Performance

Avoiding Anti-Patterns

Projection Performance Impact

Aggregation Pipeline Optimization

Connection Pooling Tuning

Read/Write Concern Performance

Batch Operations for Efficiency

Caching Strategies

Lean Documents Pattern

Performance Monitoring Tools

Profiling Slow Queries

Schema Design Performance Impact

Transactions and ACID Operations

1 Topics

Transaction Management

13 Sub-topics

Understanding MongoDB Transactions

Single Document Atomicity

Multi-Document Transactions Basics

Starting a Session

Committing Transactions

Aborting Transactions

Transaction Options

Read Concerns in Transactions

Write Concerns in Transactions

Retry Logic for Transactions

Transaction Best Practices

Transaction Limitations

Transaction Performance Impact

Real-Time Data with Change Streams

1 Topics

Change Streams

12 Sub-topics

Change Streams Overview

Opening a Change Stream

Change Stream Events

Filtering Change Events

Resume Tokens

Change Stream Pipeline

Aggregation with Change Streams

Handling Change Stream Errors

Change Stream Performance

Use Cases for Change Streams

Building Real-Time Features

Change Streams Best Practices

Aggregation Framework - Part 1 (Basics)

1 Topics

Aggregation Pipeline Basics

12 Sub-topics

Introduction to Aggregation Pipeline

Pipeline Stages Overview

$match Stage

$project Stage

$group Stage - Part 1 (Basics)

$group Stage - Part 2 (Accumulator Operators)

$sort Stage

$limit and $skip Stages

$count Stage

$unwind Stage - Part 1 (Basics)

$unwind Stage - Part 2 (Options)

Pipeline Optimization

Advanced Aggregation Use Cases

1 Topics

Analytics with Aggregation

12 Sub-topics

Calculating Running Totals

Pivot Table Operations

Time-Series Aggregations

Moving Averages Calculation

Percentile Calculations

Grouping by Date Ranges

Self-Joins with $lookup

Recursive Aggregations

Complex Data Transformations

Performance-Optimized Pipelines

Aggregation Memory Management

Real-World Analytics Examples

Building Production-Ready Applications

1 Topics

Production Deployment

12 Sub-topics

Connection Management in Production

Error Recovery Mechanisms

Graceful Shutdown Handling

Circuit Breaker Pattern

Retry Logic Implementation

Idempotency Patterns

Request Timeout Handling

Load Balancing Considerations

Failover Handling

Production Configuration

Environment-Specific Settings

Deployment Best Practices

Error Handling and Debugging

1 Topics

Error Management

13 Sub-topics

Common MongoDB Errors

Connection Errors and Retry Logic

Write Errors and Handling

Query Errors and Debugging

Duplicate Key Errors

Validation Errors

Transaction Errors

Timeout Errors

Error Logging Best Practices

Debugging Query Performance

Using MongoDB Logs

Monitoring Application Errors

Error Recovery Patterns

Testing MongoDB Applications

1 Topics

Testing Strategies

12 Sub-topics

Unit Testing Database Operations

Mocking MongoDB in Tests

Integration Testing Strategies

Test Data Management

Setting Up Test Databases

Database Fixtures and Seeds

Testing CRUD Operations

Testing Aggregation Pipelines

Testing Error Scenarios

Performance Testing Basics

Test Coverage for Database Code

Continuous Integration with MongoDB

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MongoDB Advanced Developer

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

MongoDB Advanced Developer

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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