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MongoDB Aggregation Framework

Transform Data Like a Pro - Master MongoDB Aggregation Pipeline!

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MongoDB Aggregation Framework

4 Modules

Course Curriculum

4 Modules · 7 Chapters · 7 Topics · 85 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

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

Aggregation Framework - Part 2 (Advanced)

1 Topics

Advanced Aggregation Operators

15 Sub-topics

$lookup Stage - Part 1 (Basic Joins)

$lookup Stage - Part 2 (Advanced Pipeline)

$lookup Stage - Part 3 (Multiple Joins)

$addFields Stage

$replaceRoot Stage

$facet Stage

$bucket Stage

$bucketAuto Stage

$sortByCount Stage

$graphLookup Stage

$sample Stage

Array Expression Operators

Conditional Expressions

Date Aggregation Operators

String Aggregation Operators

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

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

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

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MongoDB Aggregation Framework

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

MongoDB Aggregation Framework

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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