Coursera

Mastering Geospatial Data Science: From Beginner to Expert Specialization

Coursera

Mastering Geospatial Data Science: From Beginner to Expert Specialization

Learn Geospatial Data Science from Scratch.

Build GIS, Python, and spatial analysis skills with hands-on projects and real-world tools.

Access provided by SDNB College

Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply GIS concepts and process vector and raster data using Python tools

  • Use QGIS, PostGIS, and GeoPandas for spatial analysis and data management

  • Build interactive maps and visualize geospatial data using web and cloud tools

  • Apply machine learning and data engineering techniques to geospatial workflows

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Taught in English
Recently updated!

April 2026

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Specialization - 6 course series

Geospatial Foundations & Vector Analysis

Geospatial Foundations & Vector Analysis

Course 1, 7 hours

What you'll learn

  • Understand GIS concepts, coordinate systems, and spatial data types.

  • Set up Python environment for geospatial analysis

  • Analyze vector data using GeoPandas

  • Manage geospatial data and apply quality checks

Skills you'll gain

Category: Spatial Analysis
Category: Data Quality
Category: Spatial Data Analysis
Category: Data Validation
Category: Metadata Management
Category: Geographic Information Systems
Category: Verification And Validation
Category: Geospatial Mapping
Category: GIS Software
Category: Package and Software Management
Category: Development Environment
Category: File Management
Category: Software Installation
Category: Geospatial Information and Technology
Desktop GIS & Spatial Databases

Desktop GIS & Spatial Databases

Course 2, 6 hours

What you'll learn

  • Use QGIS to create and style geospatial maps

  • Automate GIS workflows usingPyQGIS

  • Query and manage spatial data usingPostGIS

  • Integrate GIS tools with spatial databases

Skills you'll gain

Category: Geographic Information Systems
Category: GIS Software
Category: Performance Tuning
Category: PostgreSQL
Category: Spatial Data Analysis
Category: Scripting
Category: Geospatial Mapping
Category: Spatial Analysis
Category: Data Integration
Category: Geospatial Information and Technology
Category: SQL
Category: Database Systems
Category: Data Mapping
Category: Query Languages
Category: Data Validation
Raster Processing & Remote Sensing

Raster Processing & Remote Sensing

Course 3, 10 hours

What you'll learn

  • Process raster data using Rasterio and GDAL

  • Analyze satellite imagery and compute indices

  • Perform multispectral and SAR data analysis

  • Apply remote sensing techniques to real datasets

Skills you'll gain

Category: Data Processing
Category: Spatial Data Analysis
Category: Image Analysis
Category: Environmental Monitoring
Category: Geospatial Information and Technology
Category: Data Analysis
Category: Geographic Information Systems
Category: Model Evaluation
Category: Technical Communication
Category: Spatial Analysis
Category: Verification And Validation
Category: GIS Software
Category: Data Transformation
Category: Environmental Science
Visualization, Web Mapping & Cloud GIS

Visualization, Web Mapping & Cloud GIS

Course 4, 9 hours

What you'll learn

  • Design effective and visually clear maps

  • Build interactive web maps using Folium

  • Use Google Earth Engine for geospatial analysis

  • Apply AI tools for geospatial visualization

Skills you'll gain

Category: Interactive Data Visualization
Category: Geospatial Mapping
Category: Geospatial Information and Technology
Category: Generative AI
Category: Graphic and Visual Design
Category: Design Elements And Principles
Category: Geographic Information Systems
Category: Usability
Category: Spatial Data Analysis
Category: Color Theory
Category: AI Workflows
Spatial Analysis, 3D Data & Machine Learning

Spatial Analysis, 3D Data & Machine Learning

Course 5, 10 hours

What you'll learn

  • Apply spatial statistics and interpolation techniques

  • Work with LiDAR and 3D geospatial data

  • Train machine learning models on geospatial datasets

  • Use deep learning for imagery classification

Skills you'll gain

Category: Feature Engineering
Category: Spatial Data Analysis
Category: Model Evaluation
Category: Machine Learning Methods
Category: Convolutional Neural Networks
Category: Geostatistics
Category: Spatial Analysis
Category: Model Training
Category: Fine-tuning
Category: Geospatial Mapping
Category: Deep Learning
Category: Data Analysis
Category: Data Processing
Category: Geographic Information Systems
Category: Data Preprocessing
Category: Machine Learning
Category: Data Validation
Category: Geospatial Information and Technology
Category: Image Analysis
Category: Applied Machine Learning
Geospatial Data Engineering

Geospatial Data Engineering

Course 6, 11 hours

What you'll learn

  • Use cloud platforms for geospatial data processing

  • Build ETL pipelines for spatial data workflows

  • Process and analyze real-time geospatial data streams

  • Analyze climate data and ESG-related metrics

Skills you'll gain

Category: Extract, Transform, Load
Category: Geospatial Information and Technology
Category: Spatial Data Analysis
Category: Anomaly Detection
Category: Leaflet (Software)
Category: Apache Airflow
Category: Real Time Data
Category: Geographic Information Systems
Category: Cloud Computing
Category: Technical Communication
Category: Geospatial Mapping
Category: Data Transformation
Category: Data Pipelines
Category: GIS Software
Category: Machine Learning
Category: Data Analysis
Category: Google Cloud Platform
Category: Global Positioning Systems

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Instructor

Professionals from the Industry
468 Courses75,770 learners

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