Build a geospatial career that can't be automated.

Twice a week I send essays, tools, and teardowns that bridge traditional GIS and the modern data stack. Python. Spatial SQL. Cloud-native pipelines. The work that actually pays.

Trusted by 184,339 geospatial pros. Free. No fluff.
Featured in / partnered with
Wherobots LinkedIn Learning Mapbox Apache Sedona CNG Snowflake
Matt Forrest
Hi, I'm Matt. I've spent 15+ years inside the geospatial industry — analyst, engineer, head of solutions. I write and teach because the gap between what most GIS pros learn and what the modern stack actually rewards keeps getting wider. My job is to close that gap for you.
184k+Subscribers
10,300+Taught
15 yrsIn the field
START HERE

Pick your next step

Five ways to work with me. Each one solves a different problem — from “I want to stay informed” to “I want to lead this field.”

COMING JULY 28 01 · Daily Practice

Modern GIS Practice

10 minutes a day with an AI coach. Spatial SQL and Python, learned by doing — not watching. Lab teaches thinking; this builds the muscle.

$24/mo · 7-day free trial
02 · Community

Spatial Lab

Private membership. Every course, live workshops, a peer network, office hours. The on-ramp to modern GIS.

From $97/mo Join the Lab →
04 · Apply

Spatial Lab Lead

A hands-on leadership track inside the Lab for senior practitioners ready to teach, ship, and lead the next wave of GIS professionals.

By application Apply here →

THE STACK

The modern GIS stack, taught in plain English.

No more “click the buffer tool.” This is what top GIS engineers actually use to ship production work in 2026.

DATAOverture MapsOpen base-map data at planetary scale.
ECOSYSTEMCloud Native GeospatialSTAC, COG, GeoParquet. The new defaults.
FORMATGeoParquetCloud-native, columnar, finally portable.
DBPostGISThe default. Where most spatial work still lives.
DBDuckDBIn-process analytics with spatial built in.
ENGINEApache SedonaDistributed spatial compute on Spark.
CLOUDWherobotsThe only cloud built end-to-end for geospatial.
PYTHONGeoPandasThe on-ramp from Excel to real spatial code.
RASTERRasterioThe Python standard for reading and writing rasters.
VIZdeck.gl / KeplerWeb-native rendering at millions of features.
BASEMAPMapLibre / MapboxThe two WebGL engines powering modern interactive maps.
DESKTOPQGISStill the best free desktop GIS, by a mile.
WATCH · YOUTUBE

Tutorials, teardowns, and full builds on video.

FROM THE COMMUNITY

What people who actually do this work say.

"

Before the Accelerator, I had no experience with QGIS and only a basic familiarity with command-line tools, VS Code, and cloud computing. The biggest transformation is my ability to grasp how maps are developed and how spatial analysis works — a shift from simply using tools to truly understanding the logic behind geospatial workflows.

Chitra
ANALYST · TELUS DIGITAL
"

Before the Accelerator I was hearing about GIS tools and databases piecemeal — from LinkedIn, without a clear direction. After, I saw how the concepts build on one another and what's important versus what can wait.

Mark Chesney
DATA AND SOFTWARE ENGINEER
"

The Accelerator is great for extending your knowledge in geospatial Python and Spatial SQL. The Spatial Lab also offers so much — learning tools and the chance to interact with other users. Great stuff.

Pamela
CLIMATE RESILIENCE SCIENTIST · CONSULTANT
"

Matt Forrest's Modern GIS Accelerator provides a strong overview of the modern geospatial technology stack. The program clearly frames how today's geospatial tools and platforms interact within cloud-native and distributed environments. For anyone wondering what comes after traditional desktop GIS, this is a solid starting point for understanding the direction the field is moving.

Adrian Chuquipiondo
GEOSPATIAL PRACTITIONER

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