Machine Learning with Earth Engine Python and Colab

Become an expert in machine learning, python, big geospatial data & land use land cover in google earth engine

2.83 (3 reviews)
Udemy
platform
English
language
Data Science
category
Machine Learning with Earth Engine Python and Colab
91
students
40 mins
content
Jul 2022
last update
$84.99
regular price

What you will learn

Create training data for supervised classification

Import Landsat data

Remove clouds from satellite data

Run supervised classification algorithm

Calculate accuracy assessment

Download land cover classification

Description

Welcome to the Machine Learning with Earth Engine Python and Colab course.

This Earth Engine course is without a doubt the most comprehensive course for anyone who wants to apply machine learning in python using satellite data. Even if you have zero programming experience, this course will take you from beginner to mastery.


Here's why:

  • The course is taught by an experienced spatial data scientist and former NASA fellow.

  • The course has been updated to be 2021 ready and you'll be learning the latest tools available on the cloud.

  • We've taught over 16,000 students how to code and apply spatial data science and cloud computing.

  • You will have access to example data and sample scripts.


In this course we will cover the following topics:

  • Introduction to Earth Engine Python API

  • Sign Up with Earth Engine

  • Create training data for supervised classification

  • Import Landsat data

  • Remove clouds from satellite data

  • Run supervised classification (machine learning) algorithm

  • Calculate accuracy assessment

  • Download land cover classification data


The course includes HD video tutorials. We'll take you step-by-step through engaging video tutorials and teach you everything you need to know to apply remote sensing and cloud computing for forest monitoring application.


So, what are you waiting for? Click the buy now button and join the course.

Content

Earth Engine Python API

Google Colab
Earth Engine Python API

Unsupervised Classification: Clustering

Clustering

Supervised Classification with Landsat

CART with Landsat Data
Random Forest with Landsat

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Coupons

DateDiscountStatus
11/15/202185% OFF
expired
3440202
udemy ID
8/22/2020
course created date
7/12/2021
course indexed date
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course submited by