What Does MVP Stand For? It’s Not What You Think.
October 7, 2024
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Instructors: Nathan Leniz
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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.
In this module you'll learn the fundamentals of MongoDB's Aggregation Framework. This will cover basics like filtering and sorting, as well as how to transform array data, how to group documents together, how to join data, and how to traverse graph data.
15 videos1 reading15 assignments
This module is going to be focused on the different ways you can leverage MongoDB's flexible schema. You'll learn how to migrate a relational schema, how to enhance existing schemas, and how to merge datasets via an entity resolution technique.
11 videos9 assignments
This module is focused on demonstrating how MongoDB can be used in different machine learning workflows. You'll learn how to perform machine learning directly in MongoDB, how to prepare data for machine learning with MongoDB, and how to analyze data with MongoDB in preparation of doing machine learning in Python.
11 videos12 assignments
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
Instructor ratings
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
MongoDB is the developer data platform company empowering innovators to create, transform, and disrupt industries by unleashing the power of software and data. Headquartered in New York, MongoDB has more than 40,800 customers in over 100 countries. The MongoDB database platform has been downloaded over 365 million times and there have been more than 1.8 million registrations for MongoDB University courses.
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Reviewed on Sep 9, 2019
Very clear introduction to the MongoDB Aggregation Framework. Interesting and comprehensive data analysis examples as well!
Reviewed on Jul 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.
Reviewed on Oct 21, 2020
Great course! It covers the essential and advanced uses of MongoDB. I highly recommend it.
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