ArcGIS : Learn Deep Learning in ArcGIS to advance GIS skills
ArcGIS : Learn Deep Learning in ArcGIS to advance GIS skills, available at $64.99, has an average rating of 4.25, with 22 lectures, based on 205 reviews, and has 2920 subscribers.
You will learn about Understand basics of deep learning as a part of machine learning Discover the deep learning in ArcGIS Pro Apply deep learning algorithms , such as convolution neural networks, in GIS with ArcGIS Pro Learn how to install deep learning frameworks for ArcGIS Learn about deep learning workflow in general, and all steps in particular Understand different deep learning programming frameworks Apply deep learning in the practical real-life examples in ArcGIS Pro Complete your own deep learning-based project in ArcGIS Pro Improve your practical skills in GIS and ArcGIS This course is ideal for individuals who are The course is ideal for professionals such as geographers, programmers, social scientists, geologists, and all other experts who need to use maps in their field and would like to learn more about geospatial (GIS & Remote Sensing) analysis. It is particularly useful for The course is ideal for professionals such as geographers, programmers, social scientists, geologists, and all other experts who need to use maps in their field and would like to learn more about geospatial (GIS & Remote Sensing) analysis.
Enroll now: ArcGIS : Learn Deep Learning in ArcGIS to advance GIS skills
Summary
Title: ArcGIS : Learn Deep Learning in ArcGIS to advance GIS skills
Price: $64.99
Average Rating: 4.25
Number of Lectures: 22
Number of Published Lectures: 22
Number of Curriculum Items: 22
Number of Published Curriculum Objects: 22
Original Price: $27.99
Quality Status: approved
Status: Live
What You Will Learn
- Understand basics of deep learning as a part of machine learning
- Discover the deep learning in ArcGIS Pro
- Apply deep learning algorithms , such as convolution neural networks, in GIS with ArcGIS Pro
- Learn how to install deep learning frameworks for ArcGIS
- Learn about deep learning workflow in general, and all steps in particular
- Understand different deep learning programming frameworks
- Apply deep learning in the practical real-life examples in ArcGIS Pro
- Complete your own deep learning-based project in ArcGIS Pro
- Improve your practical skills in GIS and ArcGIS
Who Should Attend
- The course is ideal for professionals such as geographers, programmers, social scientists, geologists, and all other experts who need to use maps in their field and would like to learn more about geospatial (GIS & Remote Sensing) analysis.
Target Audiences
- The course is ideal for professionals such as geographers, programmers, social scientists, geologists, and all other experts who need to use maps in their field and would like to learn more about geospatial (GIS & Remote Sensing) analysis.
Deep Learning for Geospatial Analysis with ArcGIS Pro
Unlock the potential of deep learning and machine learning in the world of geospatial analysis, even if you’re new to programming! This comprehensive course will introduce you to the fundamentals of deep learning and teach you how to apply deep learning algorithms, such as convolutional neural networks, in ArcGIS Pro. By the end of this course, you’ll have the skills to elevate your geospatial expertise, opening the doors to exciting job opportunities.
Course Highlights:
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Introduction to deep learning basics
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Application of deep learning algorithms in ArcGIS Pro
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Geospatial data analysis and manipulation with deep learning
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Creation of valuable results for various applications
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Suitable for beginners in deep learning and programming
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Precise instructions and practical exercises
Course Focus:
Whether you’re hearing about deep learning and machine learning everywhere but don’t know where to start, or you want to enhance your geospatial skills, this course is for you. You’ll learn the essentials of deep learning and how to implement deep learning algorithms in ArcGIS Pro for geospatial analysis.
Why Choose This Course:
Deep learning may seem daunting, but this course simplifies the subject, making it accessible to beginners. You’ll gain the knowledge and confidence to work on your own projects, manipulate data with deep learning algorithms, and produce meaningful results for various stakeholders.
What You’ll Learn:
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Basics of machine learning and deep learning
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Practical application of deep learning algorithms (e.g., neural networks) in GIS
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Object-based image analysis using deep learning
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ArcGIS Pro workflow for deep learning
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Deep Learning frameworks in ArcGIS
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Parameter selection and algorithm application for geospatial tasks
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Completion of a geospatial project using deep learning in ArcGIS Pro
Enroll Today:
This course is ideal for geospatial professionals, including geographers, programmers, social scientists, geologists, and anyone looking to expand their knowledge of Machine Learning in GIS. Whether you’re a beginner or looking to advance your skills, this course will empower you to apply deep learning in ArcGIS Pro confidently.
INCLUDED IN THE COURSE: Access precise instructions and datasets for practical exercises in applying deep learning algorithms using ArcGIS Pro. Enroll today and kickstart your journey into the world of geospatial deep learning!
Course Curriculum
Chapter 1: Introduction
Lecture 1: Introduction
Lecture 2: ArcMap VS ArcGIS Pro
Lecture 3: Why to use ArcGIS POR # it's capabilities
Lecture 4: ArcGIS PRO: Software used in this course
Lecture 5: Why deep Learning and why ArcGIS Pro?
Chapter 2: Introduction to neural networks and deep learning implementation in ArcGIS PRo
Lecture 1: Introduction to neural networks
Lecture 2: Deep learning in ArcGIS Pro: an overview
Lecture 3: Getting started with Deep learning in ArcGIS Pro
Chapter 3: Implementing Deep learning (neural networks) for geospatial tasks in ArcGIS Pro
Lecture 1: Lab: Downloading image data for deep learning analysis in ArcGIS Pro
Lecture 2: Step 1: Training data creation for convolutional (or deep) neural network (CNN)
Lecture 3: Lab: Image preparation for deep learning in ArcGIS Pro
Lecture 4: Lab: Training data creation for neural network in ArcGIS PRO 2.5
Lecture 5: Lab: Install deep learning frameworks for ArcGIS
Lecture 6: Step 2: Deep Learning (CNN) model definition in ArcGIS PRO
Lecture 7: Lab: Deep Learning (CNN) model definition (training CNN model) in ArcGIS PRO
Lecture 8: Step 3: Apply deep learning model for object detection or image classification
Lecture 9: Lab: Detect image object with CNN (deep learning model) in ArcGIS Pro
Lecture 10: Lab: Tips for Mapping of the detected objects
Chapter 4: Summary & Conclusions
Lecture 1: Outlook: Predictions &AI for GIS
Lecture 2: Final Project Description
Lecture 3: Summary & Conclusions
Lecture 4: BONUS
Instructors
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Kate Alison
GIS & Data Science
Rating Distribution
- 1 stars: 4 votes
- 2 stars: 13 votes
- 3 stars: 38 votes
- 4 stars: 51 votes
- 5 stars: 99 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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