Certificate Course
GEOSPATIAL ANALYSIS WITH R AND QGIS
Duration - 60 Days
Online Training(Live Session) &
Offline(Bangalore Campus)
Certificate Course in GEOSPATIAL ANALYSIS WITH R AND QGIS
Managing spatial data has always been challenging and it's getting more complex as the size of data increases. Spatial data is actually big data and you need different tools and techniques to work your way around to model and create different workflows. R and QGIS have powerful features that can make this job easier.
This course is your companion for applying machine learning algorithms on GIS and remote sensing data. You’ll start by gaining an understanding of the nature of spatial data and installing R and QGIS. Then, you’ll learn how to use different R packages to import, export, and visualize data, before doing the same in QGIS. Screenshots are included to ease your understanding.
Course Objective and Outcome
This course is your companion for applying machine learning algorithms on GIS and remote sensing data. You’ll start by gaining an understanding of the nature of spatial data and installing R and QGIS. Then, you’ll learn how to use different R packages to import, export, and visualize data, before doing the same in QGIS. Screenshots are included to ease your understanding.
Who Can apply
Students should have prior QGIS basic to Advance Level Knowledge
Course - Duration / Training Methodology
Total Duration: - 60 Days
Mode of Training -
Bangalore - Classroom + Practicals.
Online - Live Online Classes. Daily 2 Hrs(Need to have a laptop or Computer with Good Internet)
Dedicated Trainer, Practical sessions. One-on-One Live Training Session.
Course Module and Content
Setting Up R and QGIS Environments for Geospatial Tasks
Installing R
Basic data types and the data structure in R
Looping, functions, and apply family in R
Plotting in R
Installing QGIS
Getting to know the QGIS environment.
Fundamentals of GIS Using R and QGIS
GIS in R
Vector data in QGIS
Summary
Questions
Further Reading
Creating Geospatial Data
Getting data from the web
Creating vector data
Digitizing a map
Working with databases
Working with Geospatial Data
Working with vector data in R
Working with vector data in QGIS
Summary
Remote Sensing Using R and QGIS
Remote Sensing Using R and QGIS
Basics of remote sensing
Working with raster data in R
Working with raster data in QGIS
Summary
Point Pattern Analysis
Introduction to point pattern analysis
Analysis of point patterns
Summary
Spatial Analysis
Testing autocorrelation
Modeling autocorrelation
Generalized linear model
Spatial interpolation
Geostatistics
GRASS, Graphical Modelers, and Web Mapping
GRASS, Graphical Modelers, and Web Mapping
GRASS GIS
Web mapping
Classification of Remote Sensing Images
Classification of Remote Sensing Images
Classification of raster data
Supervised classification
Unsupervised classification
Add-Ons and Placement Support
Mock Interview
Technical Test
Closing and Discussions.
Live Project Work.
Labs.
Mid Test.
Resume Preparations.
Placement Assistance(Training & Interviews and Refer to the Companies).
Registration and Course Fees
Method - Training can be conducted Online or Can be conducted in Bangalore Campus.
Call or Whtasapp for Fees
How To Apply
Whatsapp/Call to +9197423 49602
The Course Fees can be negotiated depending upon the number of students and all the students will receive the Certificate from AGSRT