Professional Elective -1 Advanced Machine Learning (COM-801(A))
Program: B.Tech Computer Science Engineering
Category: Professional Elective Course
Semester: 8
Credits: 3
L-T-P: 3- 0- 0
Description
Instructor

Dr. Richa Vij

Assistant Professor
Department Of Computer Science & Engineering
Course Outcomes
  • Apply probabilistic learning techniques for optimizing AI models
  • Articulate the application of decision trees for solving classification and regression problems.
  • Develop understanding of optimization techniques for ANNs.
  • Apply Deep Learning Architectures for a specific class of applications.
  • Appreciate reinforcement learning technique and its applications to specific use-cases.
Resources
Course Handout Lesson Plan Syllabus
Evaluation Scheme
Quiz 10
Quiz_1 10
Attendance 10
Assignment 20
Total Internal 50
Total External 100
Overall Total 150