Spatial Data Analysis Courses and Certifications

Introduction to R and Geographic Information Systems (GIS)

Learn R programming and GIS fundamentals, covering data structures, linear models, spatial analysis, and map visualization using ggplot2. Gain practical skills for statistical computing and geographic data manipulation.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Enabling Urban Intelligence by Harnessing Human Generated Spatial-Temporal Data

Discover how to leverage human-generated spatial-temporal data for urban analytics, exploring innovative approaches to transform city planning and decision-making through data-driven insights.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Data Science Festival

Optimizing EV Charging Stations - A Live Code-Along in Zerve

Dive into hands-on optimization by building an EV charging station placement system from scratch, learning heuristic search methods and real-world problem modeling techniques.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Spatial Data in R

Explore spatial data analysis techniques and applications using R programming language.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Databricks

Efficient Spatial Insights - Landmark's Journey with Databricks and CARTO

Explore Landmark's transformation in spatial data analysis using Databricks and CARTO, reducing 10-day processes to 1 hour and enhancing decision-making across departments.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Visualizing Geospatial Data in R

Learn to read, explore, and manipulate spatial data then use your skills to create informative maps using R.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Interactive Maps with leaflet in R

Learn how to produce interactive web maps with ease using leaflet.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

PASS Data Community Summit

Spatial Data Analysis in Power BI

Learn to create stunning thematic maps and perform impactful spatial data analysis using Power BI's ArcGIS Maps and MapBox Visual for enhanced data visualization and insights.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

Core Spatial Data Analysis: Introductory GIS with R and QGIS

2341 ratings at Udemy

Become Proficient In Spatial Data Analysis Using R & QGIS By Working On A Real Project - Get A Job In Spatial Data!

• Udemy
• 2 hours 40 minutes
• Self-Paced
• Paid Course

Applied Algebraic Topology Network

Mason Porter - Topological Data Analysis of Spatial Complex Systems

Explore topological data analysis in spatial systems, from spider webs to COVID-19 spread. Learn filtered simplicial complexes and their applications in various real-world scenarios.

• YouTube
• 1 hour
• Self-Paced
• Free Video

The Julia Programming Language

SpatialDependence.jl: Exploratory Spatial Data Analysis - JuliaCon 2024

Explore spatial data analysis with SpatialDependence.jl. Create spatial weights matrices, calculate lags, test autocorrelation, and plot choropleth maps using polygon and point geometries.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Coursera

Spatial Analysis, 3D Data & Machine Learning

Master spatial analysis, LiDAR processing, and ML techniques for geospatial data. Build models, classify land cover, and interpret results using geostatistics, Random Forest, and deep learning methods.

• Coursera
• 10 hours
• Self-Paced
• Paid Course

[Intermediate] Spatial Data Analysis with R, QGIS & More

635 ratings at Udemy

Become an Open source GIS Guru and Tackle Spatial Data Analysis Using R, QGIS, GRASS & GOOGLE EARTH

• Udemy
• 5 hours 7 minutes
• Self-Paced
• Paid Course

Spatial Analysis & Geospatial Data Science in Python

621 ratings at Udemy

Learn how to process and visualize geospatial data and perform spatial analysis using Python.

• Udemy
• 4 hours 57 minutes
• Self-Paced
• Paid Course

Spatial Analysis and Geospatial Data Science With Python

501 ratings at Udemy

Learn how to process and visualize geospatial data and perform spatial analysis using Python.

• Udemy
• 2 hours 13 minutes
• Self-Paced
• Paid Course