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Helping you find answers and build expertise in spatial data science

Continue your spatial data science journey with Esri. Discover an innovative solution to your problems by watching Esri's latest Developer Summit event, signing-up for an upcoming spatial data science course or reading our blogs.

Featured videos

Explore Esri's latest Developer Summit and learn how you can apply the newest capabilities of spatial analysis and data science to your work.

  • Detecting shipwrecks underwater with deep learning models.
    User Conference 2020

    AI and Deep Learning - What's New?

    Explore the new deep learning models available in ArcGIS API for Python. Learn how these models can be used for a wide variety of use cases.
  • Comparing two pieces of satellite imagery over time in Carrefour Lafiteau, Haiti.
    User Conference 2020

    Imagery and Remote Sensing - What's New?

    Use multidimensional analysis tools and functions to detect change from derived raster or optical imagery, uncover new information, and more.
  • The ArcGIS Velocity product icon.
    User Conference 2020

    ArcGIS Analytics for IoT

    Author cloud-hosted analytical services that drive action from your IoT, sensor, and tracking data. No coding required to get started.
  • Jay Theodore, CTO at Esri, talking on stage at Esri's Developer Summit.
    Developer Summit 2020

    Spatial Data Science in ArcGIS Pro

    From machine learning and AI, to big data analysis and data engineering, learn what's new in ArcGIS Pro as your spatial data science workstation.
  • Hand putting a credit card into a chip and pin machine with another picture of a internet tower, highlighting the gathering of big data.
    Developer Summit 2020

    Big Data Analysis with GeoAnalytics

    GeoAnalytics provides a way to perform large and parallel analysis quickly and accurately by distributing the processing load across cores.
  • Shannon Kalisky, Product Manage for Spatial Analysis and Data Science at Esri, presenting on stage at Esri's UC.
    Developer Summit 2020

    ArcGIS Notebooks in Action

    Learn how ArcGIS Notebooks can be used to perform data visualisation and analysis by combining the power of ArcGIS and Python.
  • Developer Summit 2020

    Natural Language Processing in ArcGIS

    Learn how to leverage the arcgis.learn module to perform deep learning on data consisting of unstructured text.
  • Image of ModelBuilder, a visual programming language for building workflows in ArcGIS Pro.
    Developer Summit 2020

    Automating your Enterprise

    Watch this demonstration on using Python to automate your enterprise, process data and create a map to monitor air quality.
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Full UC 2020 playlist

Featured blogs

Sharing our knowledge, guidance, and the power of spatial data science.

  • ArcGIS Pro displaying R integration.
    GeoXchange Blog

    Bridging the gap between R and ArcGIS

    GIS and Data Science haven't always been well-integrated. But why choose one or the other? With the R-ArcGIS bridge, you don't have to.
  • Satellite imagery with houses detected by machine learning model.
    ArcGIS Pro Blog

    Damage assessment using Deep Learning in ArcGIS

    Automate the manual imagery process with Deep Learning and ArcGIS to fasten recovery efforts to natural disasters.
  • ArcGIS Pro displaying the integration with Jupyter Notebooks
    ArcGIS Pro Blog

    New to ArcGIS Notebooks?

    Quickly learn how to create, add, and edit Python notebooks in ArcGIS Pro 2.5.
  • Temporal raster data map
    ArcGIS Pro Blog

    Explore your raster data with space time mining

    Extract the full analytical potential from your temporal raster data with the Space Time Pattern Mining toolbox in ArcGIS Pro.
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Upcoming webinars and courses


Stay up-to-date with online learning

Spatial Data Science: The New Frontier in Analytics

Date: Oct 18th - Dec 9th, 2020

Time: Massive Open Online Course (MOOC)

Location: Online

Cost: Free

Spatial data science allows analysts to extract deeper insight from data using a comprehensive set of analytical methods and spatial algorithms, including machine learning and deep learning techniques. This course explores the application of spatial data science to uncover hidden patterns and improve predictive modelling. You'll work with powerful analytical tools in Esri's ArcGIS software and learn how to integrate popular open data science packages into your analyses.

Sign Up

Imagery Deep Learning Made Easy

Location: On-demand webinar

Cost: Free

Explore how to apply the imagery deep learning capabilities of ArcGIS to automate map production, assess damaged structures post-calamity, count trees for agriculture census, monitor land cover-change, and count features from drone imagery and full motion video. Topics covered include an introduction to artificial intelligence, machine learning, and deep learning, overview of ArcGIS Notebooks and the arcgis.learn module within ArcGIS API for Python, overview of the ArcGIS Enterprise deep learning system architecture and more. 

Watch the video

Making Predictions with ArcGIS

Location: On-demand webinar

Cost: Free

ArcGIS enables data preparation for modelling and is host to predictive analytical tools tuned to handle spatial data. In this webinar, you will learn how to use ArcGIS to model and explore spatial data to uncover relationships and predict spatial outcomes. The application of generalized linear regression (GLR), geographically weighted regression (GWR), and Forest-based Classification and Regression will be shown. Also, you will learn how to use geoprocessing tools for feature engineering and data preparation for predictive modelling and how ArcGIS can integrate with machine learning frameworks.

Watch the video

Past webinars

Showcasing how people are using spatial data science and ArcGIS to solve their most difficult problems.

  • 'Using Spatial Data Science in the Real World' webinar banner image with a desktop computer showing satellite imagery and code.

    Using Spatial Data Science in the Real World

    Esri UK webinar, October 2020

    An exclusive look at how Alcis are detecting refugee tents in Afghanistan using TensorFlow and ArcGIS.
  • 'Where Spatial Analysis meets Data Science' webinar banner image displaying a desktop computer detecting cars, buses. and trucks in real-time.

    Where Spatial Analysis meets Data Science

    Esri UK Webinar, Jan 2020

    Hear from Data Science experts at Sainsbury's and Geolytix on how they're using spatial data science with ArcGIS.
  • Image displaying ArcGIS Notebooks accessible through the web-browser.

    ArcGIS API for Python for data scientists

    Esri User Conference 2019 Tech Workshop

    Learn how to use ArcGIS API for Python to explore the spatial aspect of your big data and analyse and visualise in interactive Jupyter notebooks.
  • Satellite imagery displaying multi-cluster analysis.

    Machine Learning in ArcGIS

    Esri User Conference 2019 Tech Workshop

    Learn about the wide range of spatial machine learning tools in ArcGIS and how to integrate built-in tools with other machine learning packages.
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