Deep Learning in ArcGIS Pro for Geospatial Analysis

Learn to apply deep learning and neural networks to satellite imagery and spatial datasets using ArcGIS Pro, even with zero prior programming experience.

4.0 (220) ⏱ 1 godz 19 min 📚 8 lekcji

O tym kursie

Geospatial data is growing exponentially, and traditional analysis methods can no longer keep up with the volume of high-resolution imagery. Harnessing the power of artificial intelligence within your geographic information system (GIS) is the key to unlocking deeper spatial insights. This course guides you through the process of applying deep learning models directly within ArcGIS Pro. You will transition from understanding core machine learning definitions to executing sophisticated object detection and pixel classification workflows on real-world remote sensing data, all through clear written explanations and step-by-step walk-throughs. What you'll learn: - Understand the foundational concepts of machine learning, neural networks, and deep learning in a GIS context - Configure the ArcGIS Pro environment with necessary deep learning frameworks and libraries - Prepare and label geospatial training data for object detection and image classification tasks - Deploy pretrained models from the ArcGIS Living Atlas to accelerate your analysis workflows - Run convolutional neural networks to automatically detect features and classify land cover in satellite imagery - Evaluate model performance and refine parameters to optimize your geospatial analysis results The curriculum begins with essential terminology and setup procedures before moving into hands-on data preparation, model execution, and practical post-processing techniques. You will read detailed workflow explanations, study configuration examples, and learn how to interpret model outputs within ArcGIS Pro. This course is designed for GIS analysts, geographers, environmental scientists, and remote sensing beginners who want to integrate artificial intelligence into their spatial workflows. No prior programming or deep learning experience is required. Start your journey into geospatial artificial intelligence and elevate your spatial analysis skills today.

Co otrzymasz

  • 📜 Certyfikat ukończenia
    Dodaj do profilu LinkedIn
  • ♾️ Dożywotni dostęp
    Wracaj, kiedy chcesz — bez wygaśnięcia
  • 📱 Telefon lub komputer
    Działa wszędzie, na każdym urządzeniu
  • 💸 Zwrot w 30 dni
    Bez pytań
  • Krótko i konkretnie
    1 godz 19 min praktycznej treści

Recenzje (9)

Sanele Khumalo ZA Zweryfikowany kursant
★ 4 · 2026-01-23T01:34:56+00:00

Learned a good amount here. The examples were relevant, though I wished there were a few more practical application tasks. Still, a worthwhile experience.

أحمد محمد AE
★ 5 · 2025-11-18T12:55:56+00:00

Fantastic course. The examples used were spot on and really helped solidify the concepts. My understanding has improved dramatically.

عبدالرحمن بن خليفة بن سعيد آل ثاني QA Zweryfikowany kursant
★ 3 · 2025-11-04T06:39:56+00:00

Hmm, I'm not sure this is for absolute beginners. It assumes a bit of prior knowledge that wasn't explicitly taught. Some examples were confusing.

يوسف الخليفي TN Zweryfikowany kursant
★ 5 · 2025-06-03T03:08:56+00:00

Wow, what a great learning experience. The real-world applications discussed were so relevant. I'm already applying what I learned.

George Ofori GH
★ 5 · 2025-05-14T23:29:56+00:00

This course exceeded my expectations! The examples were super relevant and helped solidify the concepts. Highly enjoyable.

Elena Gutiérrez PA Zweryfikowany kursant
★ 5 · 2025-03-05T08:42:56+00:00

Wow, what a fantastic learning experience. The material was presented so clearly and the practical application exercises were top-notch.

يوسف بن خالد الشامسي OM Zweryfikowany kursant
★ 3 · 2025-02-11T15:44:56+00:00

This really helped me solidify some key concepts. The explanations were excellent and the examples were very illustrative. Loved it!

Felix Edwards NZ Zweryfikowany kursant
★ 4 · 2025-01-21T16:17:56+00:00

This course exceeded my expectations. The real-world applications discussed are incredibly useful. Great job!

Thomas Lee AU
★ 4 · 2024-12-13T02:44:56+00:00

It's a solid course. The structure is logical and most of the examples were helpful. Could use a few more real-world scenarios though.

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Najczęstsze pytania

Czego potrzebuję, by wziąć udział w tym kursie? +

Wystarczy telefon lub komputer z internetem. Bez instalacji i specjalnego sprzętu.

Jak zapłacić? +

Kartą przez Stripe lub kryptowalutą. Nie przechowujemy danych karty — robi to bezpiecznie Stripe.

Czy mogę otrzymać zwrot? +

Tak — pełen zwrot w 30 dni, bez pytań.

Jak długo będę mieć dostęp? +

Na zawsze. Po zakupie kurs jest twój — wracaj, kiedy chcesz.

Czy dostanę certyfikat? +

Tak. Po ukończeniu otrzymasz certyfikat, który możesz dodać do profilu LinkedIn.

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