EDUCBA

Python NoSQL Data Engineering with MongoDB Specialization

EDUCBA

Python NoSQL Data Engineering with MongoDB Specialization

Build Python NoSQL Apps Using PyMongo.

Master MongoDB operations and analytics using Python and PyMongo

EDUCBA

Instructor: EDUCBA

What you'll learn

  • Perform CRUD operations and data filtering in MongoDB using Python and PyMongo

  • Build aggregation pipelines and transform unstructured data into structured formats

  • Develop real-world applications using NoSQL data models and analytics pipelines

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Taught in English

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Specialization - 4 course series

PyMongo - Beginners

PyMongo - Beginners

Course 1, 5 hours

What you'll learn

  • The learner will configure Python, PyCharm, MongoDB, and PyMongo and establish a working database connection.

  • The learner will create, read, update, and delete MongoDB documents using PyMongo scripts.

  • The learner will apply filters, projections, and query operators to retrieve and analyze MongoDB data.

  • Analyze MongoDB data using filters, projections, and query operators such as $in, $gt, $lt, and $nin.

Skills you'll gain

Category: MongoDB
Category: Python Programming
Category: Query Languages
Category: Software Installation
Category: Database Software
Category: Data Access
Category: Development Environment
Category: Scripting
Category: NoSQL
Category: Database Systems
Category: Data Collection
Category: Package and Software Management
Category: Back-End Web Development
Category: Scripting Languages
Category: Database Management Systems
Category: Databases
Category: Database Management
PyMongo - Advanced

PyMongo - Advanced

Course 2, 5 hours

What you'll learn

  • Learner will be able to apply PyMongo to load, sort, and validate structured data in MongoDB collections.

  • Learner will be able to analyze MongoDB queries using cursors, pagination, counting, and indexing.

  • Learner will be able to construct aggregation pipelines and convert query results into pandas DataFrames.

Skills you'll gain

Category: MongoDB
Category: Data Transformation
Category: Pandas (Python Package)
Category: Python Programming
Category: Query Languages
Category: NoSQL
Category: Databases
Category: Data Access
Category: Database Development
Category: Performance Tuning
Category: Data Pipelines
Category: Database Design
PyMongo Case Study - Restaurant Management System

PyMongo Case Study - Restaurant Management System

Course 3, 5 hours

What you'll learn

  • Design and populate MongoDB databases, collections, and documents using Python and PyMongo.

  • Apply comparison and logical operators to insert, query, filter, and delete MongoDB documents.

  • Transform unstructured MongoDB documents into structured tabular views for reporting.

  • Transform unstructured MongoDB documents into tabular formats and execute document deletion to maintain clean datasets.

Skills you'll gain

Category: MongoDB
Category: Document Management
Category: Databases
Category: Data Transformation
Category: Data Manipulation
Category: Data Maintenance
Category: Data Cleansing
Category: Case Studies
Category: Back-End Web Development
Category: Development Environment
Category: Database Management
Category: NoSQL
Category: Database Design
Category: Database Development
Category: Data Import/Export

What you'll learn

  • Build Python–MongoDB integrations with PyMongo to load and validate banking customer data from CSV files.

  • Construct multi-stage aggregation pipelines using $match, $group, $project, and $sort.

  • Analyze and segment banking customer data to generate summaries for reporting and decision-making.

Skills you'll gain

Category: MongoDB
Category: Data Validation
Category: Data Transformation
Category: Case Studies
Category: Data Pipelines
Category: Data Import/Export
Category: Data Processing
Category: Extract, Transform, Load
Category: Customer Insights
Category: Customer Data Management
Category: Financial Data
Category: Customer Analysis
Category: Development Environment
Category: Code Reusability
Category: Data Integration
Category: Data Analysis

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Instructor

EDUCBA
EDUCBA
1,721 Courses437,468 learners

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EDUCBA

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Learner reviews across Python NoSQL Data Engineering with MongoDB

avg. across 4 courses

  • 5 stars

    66.66%

  • 4 stars

    28.39%

  • 3 stars

    2.46%

  • 2 stars

    1.23%

  • 1 star

    1.23%

LW
Course: PyMongo - Beginners

Reviewed on Sep 20, 2025

GP
Course: PyMongo - Advanced

Reviewed on Dec 10, 2025

LL
Course: PyMongo Case Study - Restaurant Management System

Reviewed on Oct 24, 2025