Big Geospatial Data Analysis with Google Earth Engine

Learn to analyze, visualize big Earth observation data, Remote Sensing, GIS, Google Earth Engine Cloud Computing

4.25 (137 reviews)
Udemy
platform
English
language
Other
category
865
students
3.5 hours
content
Jul 2022
last update
$84.99
regular price

What you will learn

Download varies satellite data for free

Students will access and sign up the Google Earth Engine platform

Apply Remote Sensing and GIS techniques to process and analyze various vector data

Generate various visualizations including time series and histogram charts from remote sensing data

Learn to access and analyze various satellite data including MODIS, Sentinel and Landsat

Visualize Time Series images

Extract information from satellite data

Description

Do you want to access satellite sensors?

Do you want to visualize big Earth observation Remote Sensing GIS data?

Do you want extract information from satellite sensors?

 

Enroll in my new course to Big Geospatial Data Analysis with Google Earth Engine.

I will provide you with hands-on training with example GIS and Remote Sensing 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 accessing satellite sensors, visualize big Earth observation data and extract information from satellite data.

  

What makes me qualified to teach you?

I have over 10 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. I am also the recipient of one the prestigious NASA Earth and Space Science Fellowship. I teach over 10,000 students on Udemy.

In this Big Geospatial Data Analysis with Google Earth Engine course, I will help you get up and running on the Earth Engine cloud platform access satellites, visualize big data and extract information from satellites.


By the end of this course, you will be equipped with a set of new skills including accessing, downloading, visualizing big data, and extracting information.


In this course, I will use real satellite data including Landsat, MODIS, Sentinel-2, and others to provide you a hands-on practical experience of working with Earth observation data.

One of the common problems with learning image processing is the high cost of software. In this course, I entirely use the Google Earth Engine JavaScript open source cloud platform. Additionally, I will walk you through using a step by step video tutorials to process and analyze GIS and Remote Sensing data with GEE. 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.

Screenshots

Big Geospatial Data Analysis with Google Earth Engine - Screenshot_01Big Geospatial Data Analysis with Google Earth Engine - Screenshot_02Big Geospatial Data Analysis with Google Earth Engine - Screenshot_03Big Geospatial Data Analysis with Google Earth Engine - Screenshot_04

Content

Explore Earth Engine API

Introduction to Earth Engine
Explore Earth Engine
Sign Up with Earth Engine
Code Editor

Big Earth Observation Data

Earth Observation Satellites
Landsat Satellite Image
Landsat Quiz
Cloud Mask Landsat Satellite Image
Sentinel Satellite Image
Setinel 2 Quiz
MODIS Image
MODIS Quiz

Visualization of Satellite Data

Map Rainfall
Map LST
Map NDVI
Map EVI
Map Nighttime Light
Map Land Cover

Plot Monthly Time Series

Plot Rainfall Time Series
Plot LST Time Series
Plot NDVI Time Series
Plot EVI Time Series

Extract Monthly Time Series

Extract Monthly Rainfall
Extract Monthly LST
Extract Monthly NDVI
Extract Monthly EVI

Bonus

Bonus Lecture

Reviews

Shenghan
July 15, 2021
Very good intro course. Completely example based which is the best way to learn GEE. Examples are somewhat repetitive but they cover foundational info which I suppose is unavoidable. Recommended.
Chrispine
August 12, 2020
Great course with good and clear illustrations. Very comprehensive in imagery access and visualization.
Jessica
November 22, 2017
THIS A WONDERFUL, I REALLY ENJOY IT. IT SO NICE. A most illuminating course on Google earth engine. Excellent for getting started. Zooming into the web-browser will make following along easier
Hint
November 17, 2017
YOUR COURSES WERE WELL ORGANIZED.I GREATLY ENJOYED ALL THE SHORT QUIZ.THE MATERIALS WERE ALSO EASY TO UNDERSTAND AND COMPREHEND.I AM SO GLAD TO HAVE TAKEN THIS COURSE.YOU HAVE MADE GREAT IMPROVEMENT ON ME ABOUT DATA ANALYSIS. THANKS
Mousumi
November 17, 2017
I have become amazed at the precise information that I have got throughout the course. I have been interested to join the course on Big Geospatial Data Analysis with Google Earth Engine. Now, I have got the best value from this course.
Beatrice
November 17, 2017
This course is actually amazing! Seriously. I've read comments saying they learn't so much in the first few lectures but I didn't believe them, but you do. The instructor goes into such detail on pretty much everything he covers, which really helps you grasp what he's telling you. Overall the course is fantastic. He has a beautiful sense, usability and knows what he's talking about.
Md
November 16, 2017
I must say he is very simple as like as his slide through its a in depth course. Just direct to the point and slow and steady step by step. I am really enjoying his course. Moreover these videos are not so big to make any boring.
Ghareem
November 9, 2017
Excellent course. Totally loved it! I've been looking for something insightful like this for a long time and Dr. Alemyehu does a very good job of explaining all the important points.
Salome
November 8, 2017
The course was very insightful and knowledgeable. It was easy to understand and follow through with the course and the assessments provided enhanced my understanding. I also like how the course relates to real world events making it easier to understand the points.
Philip
November 7, 2017
This is one of the most explained lectures on Geo-spatial Data Analysis I have seen. Dr. Alemayehu was clear in his explanation and cited good examples. Great Work!
Annah
November 1, 2017
Taking this course was an incredibly awesome experience. I learnt a lot and I highly recommend it to everyone. The instructor was very engaging and responsive. I liked it.
Brown
October 27, 2017
Great! Amazing course. A couple stuff in the lectures are still over my head. This is very enlightening. Thanks
Anonymized
October 27, 2017
This such a great course! The instructor is very organized and gives example scripts to process satellite data.
Esteban
July 18, 2017
This is a brief course, that altough it gives an idea of what this tool could do the explanation of how this can be achieved is short and not precise enough
Zeeshan
May 16, 2017
Thank you so much, Dr. Alemayehu Midekisa for preparing this course. Easy to understand and implement the available resources for Geospatial data analysis on a broad level. I always learn new things in each of your course without any difficulties. Thumbs up for you!

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Coupons

DateDiscountStatus
11/15/202187% OFF
expired
1105316
udemy ID
2/7/2017
course created date
2/8/2020
course indexed date
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course submited by