230215730 MACHINE LEARNING ( 3 Crd.Hrs )

Pre-Requisites : 230214521

The course aims at giving the students an understanding of Machine Learning, the course material would cover the fundamentals of machine learning concepts, methodologies, real-world applications. The course focus on key modules such as Algorithms, Statistics & Probability, Supervised & Unsupervised learning, function approximation, Classification, Decision Trees, Random Forests, Linear & Logistic Regression, Artificial Neural Networks, Support Vector Machines, Bayesian Learning, k-Nearest-neighbor algorithm, Clustering and natural language processing.