4.5
stars
54 ratings

Nathan Leniz +1 more instructor

9,754 already enrolled

Offered By

MongoDB Aggregation Framework

MongoDB Inc.

About this Course

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This course will teach you how to perform data analysis using MongoDB's powerful Aggregation Framework.
You'll begin this course by building a foundation of essential aggregation knowledge. By understanding these features of the Aggregation Framework you will learn how to ask complex questions of your data. This will lay the groundwork for the remainder of the course where you'll dive deep and learn about schema design, relational data migrations, and machine learning with 
MongoDB.

By the end of this course you'll understand how to best use MongoDB and its Aggregation Framework in your own data science workflow.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Coursera Labs

Includes hands on learning projects.

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Intermediate Level

Approx. 18 hours to complete

English

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Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Coursera Labs

Includes hands on learning projects.

Learn more about Coursera Labs

Intermediate Level

Approx. 18 hours to complete

English

Could your company benefit from training employees on in-demand skills?

Try Coursera for Business

Instructors

Instructor rating

4.41/5 (13 Ratings)

Nathan Leniz

Curriculum Engineer

Education

9,754 Learners

1 Course

Kirby Kohlmorgen

Senior Curriculum Engineer

Education

64,147 Learners

2 Courses

Offered by

MongoDB Inc.

MongoDB is the leading modern, general purpose database platform, designed to unleash the power of software and data for developers and the applications they build. Headquartered in New York, MongoDB has more than 4,300 customers in over 85 countries, including more than half of the global Fortune 100. The MongoDB database platform has been downloaded over 30 million times and there have been more than 730,000 MongoDB University registrations.

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Syllabus - What you will learn from this course

Week1

Week 1

7 hours to complete

The Fundamentals of MongoDB Aggregation

7 hours to complete

15 videos (Total 63 min), 1 reading, 15 quizzes

15 videos

Welcome!1mCourse Logistics and Prerequisites2mAggregation Introduction4mThe Concept of Pipelines2mAggregation Structure and Syntax3m$match: Filtering Documents3mUsing $project5mUsing Expressions3mCursor Like Methods Stages: Part 15mCursor Like Methods Stages: Part 25mThe $group Stage5mUsing Accumulator Expressions5m$unwind4mThe $lookup Stage4m$graphLookup Stage6m

1 reading

Setting Up Your Course Environment10m

15 practice exercises

Course Logistics30mAggregation Introduction2mThe Concept of Pipelines30mAggregation Structure and Syntax30m$match: Filtering Documents30mUsing $project30mUsing Expressions2m$project and Expressions30mChanging Document Shape with $project20mCursor Like Methods20m$group Accumulators20m$unwind and $group30mThe $lookup Stage30m$lookup20m$graphLookup30m

Week2

Week 2

6 hours to complete

Leveraging MongoDB's Flexible Schema

6 hours to complete

11 videos (Total 64 min)

11 videos

Intro to Week 257smongoimport11mImportance of Schema4mExploring Schemas4mMigrating Your Schema6mViews7mSupplementing Schemas with Accumulators4mTree-like Data in Individual Documents (Part 1)4mTree-like Data in Individual Documents (Part 2)7mExpressive Lookup Basics5mEntity Resolution with $lookup5m

9 practice exercises

Intro to Week 230mmongoimport30mImportance of Schema30mExploring Schemas30mMigrating Your Schema30mViews30mSchemas and accumulators30mTree-like Data in Individual Documents30mEntity Resolution30m

Week3

Week 3

6 hours to complete

Machine Learning with MongoDB

6 hours to complete

11 videos (Total 68 min)

11 videos

Intro to Week 31mCalculation of Persons-Rho9mIntro: Associative Role Learning10mPrincipal Component Analysis (Part 1)2mPrincipal Component Analysis (Part 2)7mIntro to Linear Regressions5mLinear Regressions with MongoDB8mDecision Trees Part 12mDecision Trees Part 210mDecision Trees Part 32mIntro to Clustering Algorithms6m

12 practice exercises

Intro to Week 330mPearsons-Rho15mIntro: Associative Role Learning30mAssociative Rules on Titanic Data Set20mPrincipal Component Analysis30mIntro to Linear Regressions30mLinear Regressions with MongoDB30mLinear regression on Titanic data set20mDecision Trees30mDecision Trees on Titanic Data Set20mIntro to Clustering Algorithms30mK-means usage on Titanic dataset20m

Reviews

4.5

15 reviews

5 stars
61.11%
4 stars
29.62%
3 stars
7.40%
2 stars
1.85%

TOP REVIEWS FROM MONGODB AGGREGATION FRAMEWORK

by NTJul 12, 2019

The course was excellent, but there were some problems: - There were mistakes in some assignments codes. - Some codes mentioned in the lectures were not available in resources.

by DROct 21, 2020

Great course! It covers the essential and advanced uses of MongoDB. I highly recommend it.

by ATNov 10, 2022

Indeed a wonderful course for advanced learners of monogb .

This course will provide in-depth knowledge about aggregation framework for mongodb that too with little to no tools required.

by ZZSep 9, 2019

Very clear introduction to the MongoDB Aggregation Framework. Interesting and comprehensive data analysis examples as well!

View all reviews

Frequently Asked Questions

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What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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MongoDB Aggregation Framework

MongoDB Aggregation Framework

About this Course