Introduction to Data Science (COM-501)
Program: B.Tech Computer Science and Engineering (Artificial Intelligence and Machine Learning)
Category: Professional Core Course
Semester: 5
Credits: 4
L-T-P: 4- 0- 0
Description
Instructor

Dr. Palvi Sharma*

Assistant Professor
Department Of Computer Science & Engineering
Course Outcomes
  • Describe big data concepts and emerging trends in analytics.
  • Apply data analysis lifecycle phases to real-world case studies.
  • Utilize R for descriptive statistics and exploratory data analysis.
  • Analyze clustering algorithms and association rules for data patterns.
  • Evaluate the effectiveness of regression and classification methods.
Resources
Course Handout Lesson Plan Syllabus
Evaluation Scheme
MST 10
MST_1 10
Assignment 20
Attendance 10
Total Internal 50
Total External 100
Overall Total 150