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MongoDB Geospatial Development

Build Location-Based Apps with MongoDB - Master Geospatial Queries!

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MongoDB Geospatial Development
5 Modules

Course Curriculum

5 Modules · 10 Chapters · 10 Topics · 121 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
CRUD Operations - Read
1 Topics
Querying Documents
12 Sub-topics
find() Method Basics
findOne() Method
Query Filters and Operators
Comparison Operators ($eq, $ne, $gt, $gte, $lt, $lte)
Logical Operators ($and, $or, $not, $nor)
Element Operators ($exists, $type)
Array Query Operators ($in, $nin, $all)
Projection - Selecting Fields
Limiting and Skipping Results
Sorting Query Results
Counting Documents
Query Performance Basics
02
Geospatial Data Types
2 Chapters · 2 Topics · 26 Sub-topics
Geospatial Applications Development
1 Topics
Location-Based Features
12 Sub-topics
Geospatial Data Types
GeoJSON Format
2dsphere Index for Earth Geometry
Geospatial Query Operators
$near and $nearSphere Queries
$geoWithin Query
$geoIntersects Query
Calculating Distances
Finding Points Within Polygon
Geospatial Aggregation
Building Location-Based Features
Geospatial Performance Optimization
Data Types and Best Practices
1 Topics
MongoDB Data Types
14 Sub-topics
MongoDB Data Types Overview
String Data Type
Number Types (Int32, Int64, Double, Decimal128)
Boolean Type
Date and Timestamp Types
ObjectId Deep Dive
Arrays and Nested Documents
Null and Undefined Values
Binary Data (BinData)
Regular Expression Type
Data Type Conversion
Choosing Appropriate Data Types
Date Handling Best Practices
Numeric Precision Considerations
03
Location Queries
2 Chapters · 2 Topics · 24 Sub-topics
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
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
04
Mapping Applications
2 Chapters · 2 Topics · 25 Sub-topics
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
API Development Best Practices
1 Topics
API Design
12 Sub-topics
RESTful API Design with MongoDB
Query Parameter Handling
Pagination Strategies (Offset, Cursor)
Filtering and Sorting in APIs
Field Selection (Sparse Fieldsets)
API Response Formatting
Error Responses
Rate Limiting Implementation
API Versioning Strategies
HATEOAS with MongoDB
GraphQL with MongoDB
API Documentation
05
Performance Optimization
2 Chapters · 2 Topics · 24 Sub-topics
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
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

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