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Free Course Download100% Free Direct MP4 LinksUdemyAI, Machine Learning & Data Science2022-11 Edition

Download Google Earth Engine for Machine Learning & Change Detection Course for Free

Download the complete Google Earth Engine for Machine Learning & Change Detection video course for free with high-definition MP4 video lectures, project exercise archives, and step-by-step masterclasses. Learn offline at your own pace with zero paywalls or recurring subscriptions.

39Lectures
33.6Total Hours
5814.5MB Total Size
MP4 / 1080p HD
Instructor: Senior Industry Specialist
English
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Udemy – Google Earth Engine for Machine Learning & Change Detection 2022-11_Materials.zip

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All Video Lectures Available to Download39 Videos

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Introduction Machine Learning

MP4 HD17m37.83 MB
Stream

Introduction

MP4 HD39m85.48 MB
Stream

Lab Sign up for Google Earth Engine

MP4 HD39m86.78 MB
Stream

Why to work with Google Earth Engine

MP4 HD1h 29m195.28 MB
Stream

Interface of Google Earth Engine Code Editor & Explorer

MP4 HD1h 30m243.54 MB
Stream

Overview of datasets in GEE

MP4 HD1h 19m173.23 MB
Stream

Using cloud platform for spectral indices & land cover analysis EO browser

MP4 HD1h 30m480.80 MB
Stream

Lab Declaring variables in Javascript in GEE

MP4 HD13m28.55 MB
Stream

Lab Introduction to Javascript

MP4 HD38m84.27 MB
Stream

Lab Image Calculations - Create a composite and calculate NDVI

MP4 HD23m49.51 MB
Stream

Lab Working with image collections and image visualization

MP4 HD1h 19m173.19 MB
Stream

Lab Mapping and Reducing Collection - Landsat Example

MP4 HD1h 30m236.67 MB
Stream

Lab Export image data from Google Earth Engine

MP4 HD33m72.19 MB
Stream

Lab Short introduction to functions - Maximum NDVI Example

MP4 HD1h 30m225.41 MB
Stream

Practice your skills - the task

MP4 HD2m5.22 MB
Stream

Lab Image mosaicking, clipping, and reprojection

MP4 HD1h 21m178.02 MB
Stream

Section Overview

MP4 HD26m57.23 MB
Stream

Understanding Remote Sensing for LULC mapping

MP4 HD34m75.42 MB
Stream

Introduction to Machine Learning in GIS and Remote Sensing

MP4 HD43m94.07 MB
Stream

Introduction to LULC classification based on satellite images

MP4 HD25m54.28 MB
Stream

Supervised and unsupervised image classification

MP4 HD27m59.89 MB
Stream

Stages of LULC supervised classification

MP4 HD24m53.89 MB
Stream

Lab Machine Learning Classification in Google Earth Engine (Explorer)

MP4 HD1h 30m525.78 MB
Stream

Introduction to image data Landsat

MP4 HD11m24.44 MB
Stream

Lab Image visualisation

MP4 HD47m102.60 MB
Stream

Lab Import images and their visualization in Google Earth Engine

MP4 HD1h 30m234.90 MB
Stream

Lab Unsupervised (K-means) image analysis in Google Earth Engine

MP4 HD42m91.71 MB
Stream
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What You'll Master in this Free Download Course

Getting to know and better understand the Google Earth engine
Advanced geographic analytics
Implementation of machine learning algorithms on spatial data
How to get satellite data
And …

About this Free Download Course

Google Earth Engine for Machine Learning & Change Detection is a training course for machine learning and change detection with Google Earth engine, published by the online academy of Udemy. Google Earth Engine is a powerful cloud-based platform that provides access to an extensive archive of satellite imagery and geographic datasets. It is widely used for various applications, including machine learning and change detection. In this training course, you will learn to use the valuable resource of this engine for machine learning and change detection. This training course based on the practical work of doing different projects will teach you different subjects and topics.The Google Earth engine, with its extensive datasets and powerful analytical capabilities, is a valuable tool for machine learning and detecting changes in the geographic domain. In this course, you will become proficient in performing advanced geospatial analysis, including machine learning algorithms for mapping and change detection, all using real data and exposed in the Google Earth engine. This course is recommended for geographers, programmers, geologists, biologists, social scientists, or any other professional who deals with GIS maps in their field. After completing this course, you will be able to use the full potential of the powerful Google Earth engine for machine learning and change detection.

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Yes! If this course includes downloadable source code, exercise assets, or templates, they are available in the "Course Exercise Files & Project Archives" section as standard ZIP files for free download.

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Free Download Summary

Price:100% Free
Total Lectures:39 videos
Total Duration:33.6 hours
Video Format:MP4 (1080p HD)
Exercise Archives:1 ZIP files
Registration:None (Instant Access)
Offline Playback:Supported
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Instructor

S

Senior Industry Specialist

Specialist in AI, Machine Learning & Data Science. Real-world engineering curriculum and hands-on masterclasses.

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