Lecturer, Department of Computer Science and Engineering (Profile)
Bangladesh Army International University of Science and Technology (BAIUST)
Bangladesh Army International University of Science and Technology (BAIUST)
Service Length: 2 years+
Period: April 2019 - Present
Instructed Courses
Theory Courses:
Machine Learning (Level-4, Term-I)
Artificial Intelligence (Level-4, Term-I)
Queueing Systems (Level-4, Term-I)
Applied Statistics for Computer Science (Level-3, Term-II)
Numerical Methods (Level-2, Term-I)
Digital Logic Design (Level-2, Term-I)
Basic Programming (Level-1, Term-I)
Sessional Courses:
Artificial Intelligence Laboratory (Level-4, Term-I)
Computer Interfacing Laboratory (Level-4, Term-I)
Data Structures and Algorithm Laboratory (Level-2, Term-II)
Operating System Laboratory (Level-3, Term-I)
Basic Programming Laboratory (Level-1, Term-I)
Resources & Materials:
My handmade Slides and Notes [Github Link]
Some Basic Algorithm Codes [Github Link]
Machine Learning [Click Here]
Machine Learning Miscellaneous Codes [Github Link]
Artificial Intelligence [Click Here]
Digital Logic Design [Click Here]
Numerical Methods [Click Here]
Basic Programming [Click Here]
Compiler Codes [Github Link]
Image Processing Codes [Github Link]
Essential Links:
Machine Learning Algorithm Tutorials (Udemy) [Click Here]
Supervision
Colon Image Segmentation was carried out by a Light-weight Convolutional Neural Network for two types of colon nodule diagnosis. The proposed model outperformed the conventional pre-trained transfer learning models, for example, VGG16, VGG19, RestNet, etc.