International Faculty Development Program on R Programming for Data Science
Event Date:
April 24, 2023
Event Time:
4:30 pm
Event Location:
Important Dates
Last date of registration: 21 April 2023
Extended date of registration: 23 April 2023
Event date: 24 April 2023 to 07 May 2023
How to access the live event?
For registration: go to the event page, and click on buy now, a new page will open, and a coupon not be applicable for this event, at the bottom again click on buy now, then access the course (use only your email address). More details are given in the video: Click here
For login/signup: open the event page, click on signup, click on already registered, log in with Google or use username and password, then access the live session. More details are given in the video: click here
About the Workshop
The objective of the workshop
Why is R programming?
Day wise Content
| Date | Contents |
| Session-1: 24-4-2023 | Installing R and R Studio, Introduction to basics of R, First R program, Basic Mathematical Operations, Variables, Basic Data Types, Variable assignment, Comments, Relational Operators, Logical Operators, Sequences, Replicate Function, Control Structures, If, if-else, else if, Ifelse() function |
| Session-2: 26-4-2023 | For loops, While loops, Repeat loops, Break next statements, Functions, User Defined Functions, Function Returning Multiple Values, Inline Functions, Vectors, Vector Indexing, Matching Operator, Vector Arithmetic, Vector Methods, Vector Coercion, Logical vector, Factors |
| Session-3: 28-4-2023 | Mathematical Functions in R, Random Numbers in R, Matrix, Matrix diag(), Matrix Naming Rows & columns, Matrix indexing , Matrix rbind() &cbind() Functions, Matrix operations, Matrix Specific Functions, Lists, Lists Indexing, Lists Subset Operator, Lists Concatenation |
| Session-4: 30-4-2023 | Introduction to Rstudio and R Script, Rstudio and its working Directories, Indexing and Slicing Data Frames, Dataframes subset() function, Dataframesrbind() &cbind(), Dataframes edit() function, Missing data, Creating Matrices using Data Frames, Matrices and Data Frames, Merging and Importing Data |
| Session-5: 02-5-2023 | String Handling in R using strings, package, Graphical display of distributions, Histograms, Boxplots Barplots, Piecharts, Scatter Plot, Descriptive statistics and graphics, The paired t test, One- and two-sample tests |
| Session-6: 04-5-2023 | Advanced data handling, Reshaping Data, Appending frames, Merging data frames, Reshaping data frames, Tabular data, Working with dates |
| Session-7: 06-5-2023 | Linear models, Regression – Linear Regression, Statistical Test like PCA and Information Value, Non-parametric test, Simple linear regression, Correlation and Pearson correlation, One-way analysis of variance, Multiple Regression, Model search and Result, Evaluation, Survey Sampling, Factor Analysis, Logistic regression, Generalised linear models, Logistic regression on tabular data, Survival analysis, Rates and Poisson regression |
| Session-8: 07-5-2023 | Introduction to R for Machine Learning and Deep Learning |
Resource Person(s)
Prof. Ajay Khunteta: Department of Computer Science & Engineering, Faculty of Computer Science & Engineering, Poornima University, Jaipur
Dr. Harmanpreet Singh Kapoor: Department of Mathematics and Statistics, Central University of Punjab, India
Dr. Vikas Thada: Professor (CSE), Faculty of Computer Engineering, Poornima University, Jaipur, Rajasthan, India
Mr. Harish Pamnani: Assistant Professor, Department of Computer Science & Engineering, Faculty of Computer Science & Engineering, Poornima University, Jaipur, India
Dr. Upinder Kaur: Department of Computer Science and Engineering, Akal University, Bathinda, India
Mr. Bizuwork Derbew: Assistant Professor and Researcher, Department of Statistics Dean, College of Natural and Computational Science, Mizan-Tepi University, Ethiopia
Mr. Assaye Belay: Assistant Professor and Researcher, Department of Statistics Director, Research and Community Services, Tepi Campus, Ethiopia
Dr. S. Amutha: Associate Professor, Department of CSE, P. S. R Engineering College, Sivakasi, Tamil Nadu, India
Coordinator(s)
Dr. Sarita Rani: Department of Mathematics, Faculty of Computational and Mathematical Sciences, Baba Farid College, Bathinda, India
Ms. Monika Sharma: Assistant Professor, Department of Computer Science & Engineering, Faculty of Computer Science & Engineering, Poornima University, Jaipur, India
Ms. Suchita Arora: Assistant Professor, Department of Computer Science & Engineering, Faculty of Computer Science & Engineering, Poornima University, Jaipur, India
Prof. Nedie Patience Akani: Department of Microbiology, Rivers State University, Nigeria
Mr. Solomon Abebew: Assistant Professor and Researcher, Department of Statistics, Mizan-Tepi University, Ethiopia
Mr. Mesfin Esayas: Lecturer and Researcher, Department of Statistics, Mizan-Tepi University, Ethiopia
Dr. Abubakar Muhammad Wakil: (Coordinator, MTTF), Department of Clinical, Faculty of Veterinary Medicine, Universiti Malaysia Kelantan, Kelantan, Malaysia
Dr. Sunil Kumar: (Coordinator, MTTF), Department of Nanotechnology, Sejong University, Seoul, Republic of Korea (South Korea)
Dr. Zarife Zararsız: (Coordinator, MTTF), Department of Mathematics, Nevsehir Haci Bektas Veli University, Turkey
Prof. Ebenezer Bonyah: (Coordinator, MTTF), Department of Mathematics Education, Akenten Appiah Menka University of Skills Training and Entrepreneurial and Entrepreneurial, Ghana
Dr. Madhuchanda Rakshit: (Coordinator, MTTF), Department of Mathematics, Gurukashi University, Bathinda, India
Dr. Yogita Sharma: Coordinator, MathTech Thinking Foundation, India
Registration
For registration click here
Organized by
Mizan-Tepi University, Ethiopia
In Collaboration with
Poornima University, Jaipur, India
Baba Farid College, Bathinda, India
MathTech Thinking Foundation (MTTF), India
HelpDesk:
For any queries please contact us at below WhatsApp numbers:
+251-93 734 1707 (Mizan Tepi University, Ethiopia)
+91-99821 66611 (Poornima University, Jaipur, India)
+91-78144 07889 (Baba Farid College, Bathinda, India)