Data Analysis for Civil Engineering using R

Organizer:School of Mechanical and Building Sciences, VIT Chennai.

Start

March 16, 2020 - 8:00 am

End

March 16, 2020 - 4:00 pm

Address

AB-1 Mini Conference Hall, VIT Chennai.   View map

One Day National Workshop on Data Analysis for Civil Engineering using R. This workshop is intended to provide an opportunity to faculty members, research scholars, UG/PG students, and industrial participants to enhance their knowledge on the emerging field known as ‘Data Analysis’ for Civil Engineering perspective. The salient features of this workshop are as follows: • Data Analysis Paradigms – Data Cleaning, Data enrichment, and Data Mining techniques • Data Visualization using R – Plotting Data: Basic Plotting, ‘plotrix’, ‘ggplot2’ and ‘lattice’ • Univariate, Bivariate and Multivariate Statistics for Civil Engineering applications using R (Emphasis on Concrete Quality Control, and Environmental and Water Resources Engineering) • Machine Learning applications for Civil Engineering – Decision Tree, Random Forest, Clustering, Support Vector Machine and so on (Emphasis on Structural Design and Geotechnical applications) • Soft Computing techniques for Civil Engineering – Neural Network (Emphasis on Construction Management) • Spatial data analysis for Civil Engineering using ‘ggmap’ and ‘rmap’ (Emphasis on Surveying and GIS) • Hands-on-Training in R Studio The workshop is aimed at the multi-facet audience from Industry participants, Full time Research Scholars, UG/PG Students and academicians from Engineering & Science colleges in various disciplines like Civil, Mechanical, and Computer Science Engineering, and Geoinformatics. This workshop also provides an excellent opportunity to know about the possibilities of inter-disciplinary and transdisciplinary research. DELIVERABLES 1. Free and Opensource Software – R 2. Presentation Materials and Working Files

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