Data Management and Analysis for Quantitative Data using R Course
Details
Introduction
R is a programming language and software environment for statistical computing and graphics. The R language is widely used among statisticians and data miners for developing statistical data analysis. You will start with the most basic importing techniques and advanced ways to handle even the most difficult datasets to import. Next, you will move on to create static plots, while the second will show how to plot spatial data on interactive web platforms such as Google Maps and Open Street maps. Finally, you will learn to implementation and data analysis.
Duration
5 days
Who Should Attend?
Statistician, analyst, or a budding data scientist and beginners who want to learn how to analyze data with R,
Course Objective:
o Import and export data in various formats in R
o Perform advanced statistical data analysis
o Visualize your data on Google or Open Street maps
o Enhance your data analysis skills and learn to handle even the most complex datasets
o Learn how to handle vector and raster data in R
Course content
o Introduction
o Importing Data in Table Format
o Handling the Temporal Component
o Importing Raster Data
o Exporting Data
o Descriptive Statistics
o Manipulating Vector Data
o Manipulating Raster Data
o Visualizing Spatial Data
o Interactive Maps
o Global Economic Maps with Open Data
o Point Pattern Analysis of Crime
o Cluster Analysis of Earthquake Data
o Time Series Analysis of Wind Speed Data
o Geostatistics
o Regression and Statistical Learning
Training Approach
This course will be delivered by our skilled trainers who have vast knowledge and experience as expert professionals in the fields. The course is taught in English and through a mix of theory, practical activities, group discussion and case studies. Course manuals and additional training materials will be provided to the participants upon completion of the training.
Tailor-Made Course
This course can also be tailor-made to meet organization requirement. For further inquiries, please contact us on: Email: [email protected] Tel: +254 721 331 808 Website: www.upskilldevelopment.com
Upskill Development Institute is a leading provider of training, research and consultancy services to international organizations. We assist our clients to improve their skills and confident by offering the best possible solutions to enable them fulfill their objectives for a sustainable result. We strive to improve the quality and accessibility of the training by creating an environment that ensures successful learning from start to finish. Choosing an institution that supports your needs and understands your goals can be a challenge. We aim to eliminate this overwhelming process by providing you with high-quality solutions and courses that fully encompass the shifting tides of the different fields.
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