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MongoDB Performance Tuning

Optimize MongoDB performance—Speed up databases, accelerate your career!

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MongoDB Performance Tuning
5 Modules
March 2026
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Course Curriculum

5 Modules · 10 Chapters · 10 Topics · 123 Sub-topics

01
Foundation
2 Chapters · 2 Topics · 22 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
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
02
Indexing Strategies
2 Chapters · 2 Topics · 24 Sub-topics
Indexes - Part 1 (Fundamentals)
1 Topics
Index Basics
12 Sub-topics
Why Indexes Matter
How Indexes Work in MongoDB
Index Types Overview
Creating Single Field Indexes
Index Direction (Ascending/Descending)
Compound Indexes - Part 1 (Basics)
Compound Indexes - Part 2 (Index Prefix)
Compound Indexes - Part 3 (Index Order)
Viewing Existing Indexes
Dropping Indexes
Index Naming Conventions
Background Index Creation
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
03
Query Optimization
2 Chapters · 2 Topics · 24 Sub-topics
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
Aggregation Framework - Part 3 (Practical Applications)
1 Topics
Real-World Aggregation Patterns
12 Sub-topics
Data Transformation Patterns
Computing Averages and Statistics
Finding Top N Results
Grouping by Multiple Fields
Working with Dates in Aggregation
String Manipulation in Pipelines
Array Operations in Aggregation
Conditional Aggregation Logic
Denormalizing Data with $lookup
Building Reports with Aggregation
Aggregation Pipeline Performance
Aggregation Memory Limits
04
Schema Design for Performance
2 Chapters · 2 Topics · 29 Sub-topics
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
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
05
Monitoring and Profiling
2 Chapters · 2 Topics · 24 Sub-topics
Monitoring and Observability for Developers
1 Topics
Application Monitoring
12 Sub-topics
Application-Level Monitoring
Query Performance Monitoring
Slow Query Identification
Connection Pool Monitoring
Error Rate Tracking
Custom Metrics Implementation
Logging Best Practices
Structured Logging
Distributed Tracing
Performance Profiling
Health Check Endpoints
Alerting Strategies
Common Pitfalls and Solutions
1 Topics
Troubleshooting
12 Sub-topics
Schema Design Mistakes
Indexing Mistakes
Query Anti-Patterns
Connection Pool Issues
Memory Problems
Performance Degradation
Data Modeling Errors
Security Vulnerabilities
Transaction Misuse
Aggregation Pitfalls
Testing Gaps
Production Issues

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