About this Course
9,042 recent views

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Intermediate Level

Approx. 20 hours to complete

Suggested: 8 hours/week...

English

Subtitles: English

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Intermediate Level

Approx. 20 hours to complete

Suggested: 8 hours/week...

English

Subtitles: English

Learners taking this Course are

  • Chief Technology Officers (CTOs)
  • Software Engineers
  • Data Scientists
  • Data Engineers
  • Associates

Syllabus - What you will learn from this course

Week
1
4 hours to complete

The Fundamentals of MongoDB Aggregation

15 videos (Total 63 min), 1 reading, 15 quizzes
15 videos
Course Logistics and Prerequisites2m
Aggregation Introduction4m
The Concept of Pipelines2m
Aggregation Structure and Syntax3m
$match: Filtering Documents3m
Using $project5m
Using Expressions3m
Cursor Like Methods Stages: Part 15m
Cursor Like Methods Stages: Part 25m
The $group Stage5m
Using Accumulator Expressions5m
$unwind4m
The $lookup Stage4m
$graphLookup Stage6m
1 reading
Setting Up Your Course Environment10m
15 practice exercises
Course Logistics2m
Aggregation Introduction2m
The Concept of Pipelines2m
Aggregation Structure and Syntax2m
$match: Filtering Documents2m
Using $project2m
Using Expressions2m
$project and Expressions30m
Changing Document Shape with $project20m
Cursor Like Methods20m
$group Accumulators20m
$unwind and $group30m
The $lookup Stage2m
$lookup20m
$graphLookup30m
Week
2
2 hours to complete

Leveraging MongoDB's Flexible Schema

11 videos (Total 64 min), 9 quizzes
11 videos
mongoimport11m
Importance of Schema4m
Exploring Schemas4m
Migrating Your Schema6m
Views7m
Supplementing Schemas with Accumulators4m
Tree-like Data in Individual Documents (Part 1)4m
Tree-like Data in Individual Documents (Part 2)7m
Expressive Lookup Basics5m
Entity Resolution with $lookup5m
9 practice exercises
Intro to Week 22m
mongoimport2m
Importance of Schema2m
Exploring Schemas2m
Migrating Your Schema2m
Views2m
Schemas and accumulators30m
Tree-like Data in Individual Documents2m
Entity Resolution30m
Week
3
3 hours to complete

Machine Learning with MongoDB

11 videos (Total 68 min), 12 quizzes
11 videos
Calculation of Persons-Rho9m
Intro: Associative Role Learning10m
Principal Component Analysis (Part 1)2m
Principal Component Analysis (Part 2)7m
Intro to Linear Regressions5m
Linear Regressions with MongoDB8m
Decision Trees Part 12m
Decision Trees Part 210m
Decision Trees Part 32m
Intro to Clustering Algorithms6m
12 practice exercises
Intro to Week 32m
Pearsons-Rho15m
Intro: Associative Role Learning2m
Associative Rules on Titanic Data Set20m
Principal Component Analysis2m
Intro to Linear Regressions2m
Linear Regressions with MongoDB2m
Linear regression on Titanic data set20m
Decision Trees2m
Decision Trees on Titanic Data Set20m
Intro to Clustering Algorithms2m
K-means usage on Titanic dataset20m
4.7
6 ReviewsChevron Right

50%

got a tangible career benefit from this course

Top reviews from MongoDB Aggregation Framework

By ZZSep 10th 2019

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

Instructors

Avatar

Nathan Leniz

Curriculum Engineer
Education
Avatar

Kirby Kohlmorgen

Senior Curriculum Engineer
Education

About 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. ...

Frequently Asked Questions

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • 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.

More questions? Visit the Learner Help Center.