This course enables the students to:
· Implement programming concepts in R language
· Experiment various functionalities through R programming.
· Identify solution of given problem
· Apply packages in solving problems.
· Evaluate & choose efficient solution
· Construct small application using R
Learning outcomes (at course level) | Learning and teaching strategies | Assessment Strategies |
CO221. Understand and apply various programming concepts in R language
CO222. Implement various functions using R
CO223. Analyze the problem and find right solution
CO224. Implement packages to design and program testing.
CO225. Understand data and file management using R.
CO226. Develop and analyze applications using R
| Approach in teaching: Interactive Lab Sessions, Modeling, Discussions, implementing enquiry based learning, student centered approach
Learning activities for the students: Experiential Learning, Discussions, Lab Assignments, Learning through Real life data centric problems | Lab Assignments Practical Record Continues Assessment Semester End Examination |
Contents
Fundamentals [2]
Overview
Data Types
· Data types introduction [10]
· Data types Examples [11]
· Variable in R Language [12]
· Introduction to Variable [13]
Operators [14]
Decision Making [21]
Loop control [28]
Array [35]
Function [39]
· Function Introduction [40]
· Your First Function [41]
· Built-in Function [42]
Vector [43]
Matrices [47]
Factors [52]
Data Frames [54]
· Data Frame Introduction [55]
· Data Frame details [56]
· Filtering and subsetting data [57]
· Aggregate function [58]
Packages [59]
· Types of Input [62]
· CSV Files [63]
· Excel file [64]
[65]· Reading and writing data [65]
Charts & Graphs [66]
· Graphical Procedures Introduction [67]
· plot function [68]
· Plot using base graphics [69]
· Plot using ggplot2 [70]
Data Analytics
Design and write efficient programs using R to perform routine and specialized data manipulation and analysis tasks using
· Packages
· Data Reshaping
· Charts & Graphs
Links:
[1] https://csit.iisuniv.ac.in/courses/subjects/r-programming-lab
[2] https://www.atnyla.com/tutorial-ch/fundamentals-of-r-language/7/78
[3] https://www.atnyla.com/tutorial/about-r-tutorial/7/409
[4] https://www.atnyla.com/tutorial/introduction-to-r/7/410
[5] https://www.atnyla.com/tutorial/about-r-do-amp-don-t/7/411
[6] https://www.atnyla.com/tutorial/why-r-programming-language/7/515
[7] https://www.atnyla.com/tutorial/general-properties/7/412
[8] https://www.atnyla.com/tutorial/first-program---hello-world/7/508
[9] https://www.atnyla.com/tutorial/core-characteristics/7/517
[10] https://www.atnyla.com/tutorial/data-types-introduction/7/413
[11] https://www.atnyla.com/tutorial/data-types-examples/7/414
[12] https://www.atnyla.com/tutorial-ch/variable-in-r-language/7/81
[13] https://www.atnyla.com/tutorial/introduction-to-variable/7/415
[14] https://www.atnyla.com/tutorial-ch/operators-in-r-language/7/82
[15] https://www.atnyla.com/tutorial/operator-introduction/7/416
[16] https://www.atnyla.com/tutorial/arithmetic-operators/7/417
[17] https://www.atnyla.com/tutorial/relational-operators/7/418
[18] https://www.atnyla.com/tutorial/logical-operators/7/419
[19] https://www.atnyla.com/tutorial/assignment-operators/7/420
[20] https://www.atnyla.com/tutorial/miscellaneous-operators/7/421
[21] https://www.atnyla.com/tutorial-ch/decision-making-of-r-language/7/83
[22] https://www.atnyla.com/tutorial/decision-making-introduction/7/422
[23] https://www.atnyla.com/tutorial/if-statement/7/423
[24] https://www.atnyla.com/tutorial/if-else-statement/7/424
[25] https://www.atnyla.com/tutorial/switch-statement/7/425
[26] https://www.atnyla.com/tutorial/if-hellip-else-ladder/7/426
[27] https://www.atnyla.com/tutorial/ifelse-function/7/427
[28] https://www.atnyla.com/tutorial-ch/loop-control-in-r-language/7/84
[29] https://www.atnyla.com/tutorial/loop-introduction/7/428
[30] https://www.atnyla.com/tutorial/for-loop/7/429
[31] https://www.atnyla.com/tutorial/while-loop/7/430
[32] https://www.atnyla.com/tutorial/repeat-loop/7/431
[33] https://www.atnyla.com/tutorial/break-statement/7/432
[34] https://www.atnyla.com/tutorial/next-statement/7/433
[35] https://www.atnyla.com/tutorial-ch/array-in-r-language/7/85
[36] https://www.atnyla.com/tutorial/array-introduction/7/434
[37] https://www.atnyla.com/tutorial-ch/string-in-r-language/7/86
[38] https://www.atnyla.com/tutorial/string-introduction/7/435
[39] https://www.atnyla.com/tutorial-ch/function-in-r-language/7/87
[40] https://www.atnyla.com/tutorial/function-introduction/7/436
[41] https://www.atnyla.com/tutorial/your-first-function/7/437
[42] https://www.atnyla.com/tutorial/built-in-function/7/438
[43] https://www.atnyla.com/tutorial-ch/vector-in-r-language/7/88
[44] https://www.atnyla.com/tutorial/vector-introduction/7/439
[45] https://www.atnyla.com/tutorial-ch/lists-in-r-language/7/89
[46] https://www.atnyla.com/tutorial/list-introduction/7/440
[47] https://www.atnyla.com/tutorial-ch/matrices-in-r-language/7/90
[48] https://www.atnyla.com/tutorial/matrix-introduction/7/441
[49] https://www.atnyla.com/tutorial/matrix-construction/7/442
[50] https://www.atnyla.com/tutorial/addition-amp-subtraction/7/443
[51] https://www.atnyla.com/tutorial/multiplication-amp-division/7/444
[52] https://www.atnyla.com/tutorial-ch/factors-in-r-language/7/91
[53] https://www.atnyla.com/tutorial/factor-introduction/7/445
[54] https://www.atnyla.com/tutorial-ch/data-frames-in-r-language/7/92
[55] https://www.atnyla.com/tutorial/data-frame-introduction/7/446
[56] https://www.atnyla.com/tutorial/data-frame-details/7/449
[57] https://www.atnyla.com/tutorial/filtering-and-subsetting-data/7/518
[58] https://www.atnyla.com/tutorial/aggregate-function/7/526
[59] https://www.atnyla.com/tutorial-ch/packages-in-r-language/7/93
[60] https://www.atnyla.com/tutorial/package-introduction/7/447
[61] https://www.atnyla.com/tutorial-ch/data-and-file-management/7/95
[62] https://www.atnyla.com/tutorial/types-of-input/7/450
[63] https://www.atnyla.com/tutorial/csv-files/7/451
[64] https://www.atnyla.com/tutorial/excel-file/7/452
[65] https://www.atnyla.com/tutorial/reading-and-writing-data/7/516
[66] https://www.atnyla.com/tutorial-ch/charts-amp-graphs/7/96
[67] https://www.atnyla.com/tutorial/graphical-procedures-introduction/7/453
[68] https://www.atnyla.com/tutorial/plot-function/7/454
[69] https://www.atnyla.com/tutorial/plot-using-base-graphics/7/519
[70] https://www.atnyla.com/tutorial/plot-using-ggplot2/7/520
[71] https://csit.iisuniv.ac.in/academic-year/2020-21