This practical, hands-on course empowers learners to apply the PyMongo library in building robust data solutions tailored to banking environments. Through a structured case study, participants will construct a modular Python-MongoDB integration that loads, segments, and analyzes real-world customer data.
PyMongo Case Study - Aggregating Customer Data of a Bank
PyMongo Case Study - Aggregating Customer Data of a Bank
This course is part of Python NoSQL Data Engineering with MongoDB Specialization
Instructor: EDUCBA
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Intermediate level
Recommended experience
3 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
Skills you'll gain
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Recently updated!
July 2025
Assessments
6 assignments
Taught in English
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This course is part of the Python NoSQL Data Engineering with MongoDB Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 2 modules in this course
This module introduces learners to the foundational components of the PyMongo-based banking data project. It begins with project setup, including environment preparation, structured logging, and modular programming practices. Learners will then connect to MongoDB using PyMongo, fetch and load CSV-based customer data, and apply essential data validation techniques. The module emphasizes practical integration between Python and MongoDB to facilitate structured data ingestion and preparation for aggregation.
What's included
8 videos3 assignments
This module focuses on using MongoDB's powerful aggregation framework to segment and analyze customer data. Learners will begin by defining and structuring aggregation pipelines to filter, group, and transform raw banking data. They will then segment this data into logical collections based on business rules and perform advanced operations using stages such as $match, $group, $project, and $sort. By the end of this module, learners will have practical experience in converting unstructured datasets into meaningful summaries for decision-making and reporting.
What's included
6 videos3 assignments
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