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MongoDB Time-Series and IoT

Handle IoT & Sensor Data Like a Pro - Master Time-Series with MongoDB!

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MongoDB Time-Series and IoT

5 Modules

Course Curriculum

5 Modules · 11 Chapters · 11 Topics · 137 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

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

Working with Time-Series Data

1 Topics

Time-Series Collections

12 Sub-topics

Time-Series Collections Overview

Creating Time-Series Collections

Time-Series Data Modeling

Inserting Time-Series Data

Querying Time-Series Collections

Aggregating Time-Series Data

Time-Based Windows

Handling Missing Data Points

Time-Series Index Strategies

TTL for Time-Series Data

Time-Series Use Cases

Performance Optimization

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

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

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 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

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

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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MongoDB Time-Series and IoT

Certificate of Completion

Course Curriculum

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Frequently Asked Questions

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MongoDB Time-Series and IoT

Certificate of Completion

Course Curriculum

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