MA522M - Data Science Programming Laboratory

Dive into the Data Science Programming Laboratory, where you’ll harness the power of Python, pandas, and R to transform raw data into insights. From data manipulation to statistical modeling, this course equips you with hands-on skills to excel in data-driven problem-solving!

Module 1: Python

#TopicDateTime
1Laboratory - 106-01-202514:00-17:00
2Laboratory - 218-01-202510:00-13:00
3Laboratory - 320-01-202514:00-17:00
4Laboratory - 427-01-202514:00-17:00
5Laboratory - 510-02-202514:00-17:00
6Laboratory - 617-02-202514:00-17:00
7Laboratory - 7a, 7b24-02-202514:00-17:00

Module 2: R

#TopicDateTime
1Laboratory - 803-03-202514:00-17:00
2Laboratory - 910-03-202514:00-17:00
3Laboratory - 1017-03-202514:00-17:00

Exercises

#TopicDate
1Exercise - 118-01-2025
2Exercise - 218-01-2025
3Exercise - 320-01-2025
4Exercise - 427-01-2025
5Exercise - 510-02-2025
6Exercise - 617-02-2025
7Exercise - 703-03-2025
8Exercise - 810-03-2025
9Exercise - 910-03-2025

Python Projects

#Project ThemeDatasetsDeadline
1AirlineLink15-March-2025
2InsuranceLink15-March-2025
3Heart DiseaseLink15-March-2025
4AgricultureLink15-March-2025
5NetFlixLink15-March-2025
6CricketLink15-March-2025

Class Hours

#ComponentDate and Time
1TheoryMonday, 14:00-15:00
1LaboratoryMonday, 15:00-17:00

Marks (Tentative)

#TopicMarksTotal Weight
1Each Laboratory310 x 3 = 30
2End Semester Laboratory201 x 20 = 20
3Test-1 (Theory)151 x 10 = 15
4Test-2 (Theory)151 x 10 = 15
5End Semester Theory201 x 10 = 20
6Bonus Marks for Project2.52 x 2.5 = 5

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