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Yonsei University

Spatial Data Science and Applications

Spatial (map) is considered as a core infrastructure of modern IT world, which is substantiated by business transactions of major IT companies such as Apple, Google, Microsoft, Amazon, Intel, and Uber, and even motor companies such as Audi, BMW, and Mercedes. Consequently, they are bound to hire more and more spatial data scientists. Based on such business trend, this course is designed to present a firm understanding of spatial data science to the learners, who would have a basic knowledge of data science and data analysis, and eventually to make their expertise differentiated from other nominal data scientists and data analysts. Additionally, this course could make learners realize the value of spatial big data and the power of open source software's to deal with spatial data science problems. This course will start with defining spatial data science and answering why spatial is special from three different perspectives - business, technology, and data in the first week. In the second week, four disciplines related to spatial data science - GIS, DBMS, Data Analytics, and Big Data Systems, and the related open source software's - QGIS, PostgreSQL, PostGIS, R, and Hadoop tools are introduced together. During the third, fourth, and fifth weeks, you will learn the four disciplines one by one from the principle to applications. In the final week, five real world problems and the corresponding solutions are presented with step-by-step procedures in environment of open source software's.

状态:Apache Hadoop
状态:Spatial Analysis
中级课程小时

精选评论

JA

4.0评论日期:Jul 8, 2020

This was a great course as it was highly insightful, however, the course will be more impacting if you introduce a hand on session. Thank you

BC

5.0评论日期:Aug 5, 2021

This is a great course for persons who have interacted with GIS before. It teaches you the underlying principle and science behind most of these QGIS processing algorithms

TH

5.0评论日期:Jun 16, 2020

Excellent course to familiarize oneself with the methods and relevant applications of Spatial Data Science!

NV

4.0评论日期:May 3, 2024

It was a very informative course. Even after completing my course why am not getting my name in the certificate instead its showing coursera learner?

MK

5.0评论日期:Oct 30, 2023

A great course to get a start on this topic and it eventually gets tougher, urging you to work hard and learn more.

GR

4.0评论日期:Jun 4, 2018

Really interesting course, well structured. Including practical work ( setting up the tools, writing code or conducting some analysis) would have made of it the best MOOC ever made.

MW

5.0评论日期:Aug 13, 2018

Great course. It helps I have a background in both Data Science and Geographic Information Science, but still found it equally interesting and challenging! I would highly recommend this course.

SA

5.0评论日期:Mar 28, 2024

Taking the Spatial Data Science and Applications course was a valuable experience for me... It deepened my understanding of spatial data and how it can be applied in various contexts

MA

5.0评论日期:Aug 27, 2020

It's really great. Clear and comprehensive. We learn not only the data science, but also the spatial aspects.

PW

5.0评论日期:Dec 6, 2019

Great course which starts with basics, gets descriptive with examples, real life scenarios, usage of software. Definitely recommended.

MK

4.0评论日期:Jun 19, 2020

Excellent and brief course to understand the concepts and application of spatial data science wrt big data.

AW

4.0评论日期:Mar 10, 2018

It would be better with more applications cases and exercices. But really interesting nonetheless.

所有审阅

显示:20/167

Jesús Aguiar
3.0
评论日期:Jun 7, 2019
Kumar Rahul
2.0
评论日期:Jul 27, 2019
Julia Howlett
2.0
评论日期:Apr 17, 2020
Tino Krautwald
1.0
评论日期:Feb 2, 2021
rustom shroff
1.0
评论日期:Apr 7, 2018
Zack Drescher
3.0
评论日期:Jun 8, 2018
Michael Bloem
3.0
评论日期:Jun 10, 2018
Gopinath Parthasarathy
3.0
评论日期:Sep 3, 2019
CHESSEL Philippe
4.0
评论日期:Jul 16, 2019
Javier Felipe Moncada Sánchez
2.0
评论日期:Jun 17, 2020
Allyson Dias de Lima
2.0
评论日期:Oct 17, 2021
Pankaj Warwadekar
5.0
评论日期:Dec 7, 2019
AMAN TIWARI
4.0
评论日期:Apr 6, 2020
Raffi Isah
2.0
评论日期:Aug 13, 2020
Sergei Pavlov
1.0
评论日期:Jul 17, 2023
Keith Paolo C. Landicho
5.0
评论日期:Sep 15, 2020
Ahmed Walid Moulahoum
5.0
评论日期:May 2, 2020
Gary Crosby
5.0
评论日期:Mar 20, 2022
Daniel Laney
5.0
评论日期:Apr 4, 2018
ADRIAN FELIPE RUEDA CASTELLANOS
5.0
评论日期:Feb 28, 2023