•  Machine Learning

 TAs::

    Mr. Reza Kahani: reza[Dot]kahani[At]G mail

    Mr. Mohsen Zandi:  mohsen[Dot]zandi.88 [At]G mail
 

group:  sbu-ml-94

• Mid Term Scores
• Final Exam Scores
• Final  Scores

 

 

 

• Course syllabus

 

• Lecture 1 (Introduction)     28 Shahrivar

• Lecture 2 (Supervised learning)     28 Shahrivar

• Lecture 3 (Bayesian Decision Theory)     12 Mehr

• Lecture 4 (Parametric Methods)     12 Mehr

• Lecture 5 (Multivariate Methods)     23 Mehr

• Lecture 6 (Dimensionality Reduction)   9 Aban  10 Aban

• Lecture 7 (Clustering&EM)    12 Aban 25 Aban

• Lecture 8 (Nonparametric Methods)    25 Aban

• Lecture 9 (Decision Trees)    25 Aban

• Lecture 10 (Linear Discrimination)   10 Azar

• Lecture 13 (Support Vector Machine, SVM)   23 Azar

• Lecture 15 (Hidden Markov Model, HMM)   23 Azar

• Lecture 17 (Combining Multiple Learners)   26 Azar

 

 

 

 

• Policies

• Homework 1  required data Solution

• Homework 2  required data Solution

• Homework 3  required data