
University of Pittsburgh
Skills you'll gain: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Plot (Graphics), Statistics, Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
★ 3.6 (16) · Beginner · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Machine Learning Methods, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Data Visualization, Pandas (Python Package), Climate Change Mitigation, Public Policies, Policy Analysis, Mitigation
★ 4.2 (19) · Intermediate · Specialization · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Statistical Methods, Statistical Analysis, Data Analysis, General Mathematics
★ 4.6 (14) · Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Extract, Transform, Load, Data Pipelines, Geospatial Information and Technology, Apache Airflow, Geospatial Mapping, Spatial Data Analysis, Cloud Computing, Leaflet (Software), Google Cloud Platform, Real Time Data, Global Positioning Systems, Data Transformation, Data Analysis, Machine Learning
Beginner · Course · 3 - 6 Months

Coursera
Skills you'll gain: Spatial Data Analysis, GIS Software, Spatial Analysis, Query Languages, SQL, PostgreSQL, Performance Tuning
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistics, Statistical Analysis, Predictive Modeling, Machine Learning, Model Evaluation, Logistic Regression, Linear Algebra, Classification Algorithms, Calculus
★ 4.2 (69) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Geographic Information Systems, Spatial Data Analysis, Geospatial Information and Technology, Spatial Analysis, Data Validation, Metadata Management, Data Quality, Development Environment, Software Installation
★ 1.7 (9) · Beginner · Course · 1 - 3 Months

Yonsei University
Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, GIS Software, Database Management Systems, Big Data, Apache Hadoop, Data Modeling, PostgreSQL, Network Analysis
★ 4.5 (533) · Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: ArcGIS, Data Storytelling, GIS Software, Spatial Data Analysis, Data Presentation, Geographic Information Systems, Spatial Analysis, Geospatial Mapping, Heat Maps, Network Analysis, Data Manipulation, Network Routing
★ 4.5 (144) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Geospatial Information and Technology, Interactive Data Visualization, Geospatial Mapping, Geographic Information Systems, Environmental Monitoring, Spatial Data Analysis, Design Elements And Principles, Generative AI, Color Theory, AI Workflows
Beginner · Course · 1 - 3 Months

Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Statistical Programming, Statistical Analysis, Data Science, Data Analysis, Statistical Modeling, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Predictive Analytics, Probability, Model Evaluation, Correlation Analysis
★ 4.4 (7) · Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: GIS Software, Geospatial Mapping, Geographic Information Systems, Spatial Data Analysis, Spatial Analysis, Database Systems, SQL, Data Validation, Query Languages, Data Integration, Scripting, Performance Tuning, IT Automation
Beginner · Course · 1 - 3 Months