Machine Learning with Earth Engine
Training
Online
Description
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Type
Training
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Methodology
Online
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Duration
Flexible
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Start date
Different dates available
"Do you want to learn how to access, process and analyze remote sensing data using open source cloud-based platforms?Do you want to master machine learning algorithms to predict Earth Observation big data?Do you want to start a spatial data scientist career in the geospatial industry?‑Enroll in my new course to master Machine Learning with Earth Engine.‑I will provide you with hands-on training with example data, sample scripts, and real-world applications. ‑By taking this course, you will take your geospatial data science skills to the next level by gaining proficiency in applying machine learning algorithms to predict satellite data using an open source big data analytics tool, Earth Engine API, a cloud-based Earth observation data visualization analysis by powered by Google.‑What makes me qualified to teach you?I am Dr. Alemayehu Midekisa, PhD. I am a geospatial data scientist, instructor and author. I have over 15 plus years of experience in processing and analyzing real big Earth observation data from various sources including Landsat, MODIS, Sentinel-2, SRTM and other remote sensing products.In this Machine Learning with Earth Engine API course, I will help you get up and running on the Google Earth Engine cloud platform. Then you will apply various machine learning algorithms including linear regression, clustering, CART, and random forests. We will use Landsat satellite data to predict land use land cover classification. All sample data and script will be provided to you as an added bonus throughout the course.‑Jump in right now to enroll. To get started click the enroll button."
Facilities
Location
Start date
Start date
About this course
"Learn to learn applying machine learning algorithms using satellite data.Learn processing analyzing large volume of remotely sensed satellite data with the Earth Engine API.Learn to collect reference training data for image classification.Learn to remove clouds from Landsat imageries.Learn to calculate multi-spectral indices with satellite bands.Learn to assess the accuracy of classification."
"Anyone who want to understand the application of various machine learning techniques using satellite data.Anyone who wants to learn big Earth observation data analysis on the cloud.Anyone who wants to start a career in spatial data science."
"Basic knowledge of satellite remote sensing is needed.No prior knowledge on machine learning is needed."
Reviews
This centre's achievements
All courses are up to date
The average rating is higher than 3.7
More than 50 reviews in the last 12 months
This centre has featured on Emagister for 3 years
Subjects
- Algorithms
- Satellite
- Earth
- Geospatial
- Machine Learning
- Artificial Intelligence
- Cloud computing
- Innovation
- Big Data
- Computer Science
- Technology
- Python software
- Data Analytics
- Data science
- Programming
- Programmers
- Web Development
- Web Programming
- Web Mapping
Teachers and trainers (1)
AulaGEO Academy
Specialized center in Geospatial, Engineering and Operations
We choose the best courses and make them available to new audiences in the spectrum CAD - GIS - BIM - Digital Twins Our training offer covers the entire spectrum of data intelligence: Capture - Modeling - Design - Construction - Operation. The creators of courses with which we have decided to work or promote have been carefully selected, to offer a complementary set of knowledge. We firmly believe that today people do not seek courses to fill their walls with diplomas; but to make their abilities more productive.
Course programme
Introduction to Earth Engine
Explore Earth Engine
Sign Up
Code Editor
Code Editor
JavaScript Syntax
Linear Regression
Linear Regression
Assignment: Linear Regression
Clustering
Clustering
Training Data
Training Data
CART
CART
Random Forests
Random Forests
Final Project
Final Project
Bonus
Bonus Lecture"
Machine Learning with Earth Engine