1- Syllabus [pdf]

All slides are in slides folder.

2- Projects

2-1- Practical1

Poisson Process [Markdown] [pdf] [html] [ipynb]

Gaussian Process [Markdown] [html] [ipynb]

2-2- Practical2

MLE, MAP, Hypothesis Testing [Markdown] [html] [ipynb] [pdf] [Equations]

2-3- Final Project

Hidden Markov Model [Project Definition]

My Report [html] [pdf]

My Solution [markdown] [html] [pdf] [ipynb]

3- Exams

MidTerm [Questions] [Solutions] [MyAnswers]

Final [Questions] [Solutions] [MyAnswers]

4- Exercises

Exercise1 [Questions] [Solution] [MyAnswer]

Exercise2 [Questions] [Solution] [MyAnswer]

Exercise3 [Questions] [Solution] [MyAnswer]

Exercise4 [Questions] [Solution] [MyAnswer]

Exercise5 [Questions] [Solution] [MyAnswer]

5- Quizzes

Quiz0 [Questions] [Solution] [MyAnswer]

Quiz1_0 [Questions] [Solution] [MyAnswer]

Quiz1_1 [Questions] [Solutions] [MyAsnwer]

Quiz2 [Questions] [Solutions] [MyAnswer]

Quiz3 [Questions] [Solutions] [MyAnswer]

Quiz4 [Questions] [Solutions] [MyAnswer]

Quiz5 [Questions] [Solutions] [MyAnswer]

Quiz6 [Questions] [Solutions] [MyAnswer]

Quiz7 [Questions] [Solutions] [MyAnswer]

Quiz8 [Questions] [Solutions] [MyAnswer]

Quiz9 [Questions] [Solutions] [MyAnswer]