https://github.com/pourmand1376/ml-projects
Machine Learning coursework (Sharif University of Technology)
https://github.com/pourmand1376/ml-projects
coursework machine-learning sharif-university
Last synced: 3 months ago
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Machine Learning coursework (Sharif University of Technology)
- Host: GitHub
- URL: https://github.com/pourmand1376/ml-projects
- Owner: pourmand1376
- License: mit
- Created: 2021-09-24T20:40:03.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-03-06T13:00:01.000Z (over 3 years ago)
- Last Synced: 2025-01-14T16:05:31.899Z (5 months ago)
- Topics: coursework, machine-learning, sharif-university
- Language: HTML
- Homepage:
- Size: 26.6 MB
- Stars: 4
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Machine Learning Projects
# [[Videos]](https://www.aparat.com/v/bWr3A) [[Mynotes]](MyNotes/MachineLearningMidTerm_Abstract.pdf)
## Exams
Midterm: [[Questions]](Midterm/ML2021S_MidtermExam.pdf) [[Solution]](Midterm/ML2021S-MidtermExam-Solution.pdf) [[MyAnswers]](Midterm/midterm.pdf)
Final: [[Questions]](FinalExam/ML2021S-FinalExam.pdf) [[Solution]](FinalExam/ML2021S-FinalExam-Solution.pdf) [[MyAnswers]](FinalExam/ML_Final.pdf)
## Homeworks
### Homework 1
Theoretical: [[Questions]](HW1/1.pdf) [[Solution]](HW1/ML_HW1_Solution.pdf) [[MyAnswers]](HW1/HW1_ML.pdf)
### Homework 2
Theoretical: [[Questions]](HW2/2.pdf) [[Solution]](HW2/ML_HW2_Solution.pdf) [[MyAnswers]](HW2/HW2_ML.pdf)
### Homework 3
Theoretical: [[Questions]](HW3/Theoretical/3.pdf) [[Solution]](HW3/Theoretical/ML_HW3_Solution.pdf) [[MyAnswers]](HW3/Theoretical/HW3_ML.pdf)
Answer 3.B: [[markdown]](HW3/Practical/Exercise3.B.md) [[html]](HW3/Practical/Exercise3.B.html) [[pdf]](HW3/Practical/Exercise3.B.pdf) [[ipynb]](HW3/Practical/Exercise3.B.ipynb) [[python]](HW3/Practical/Exercise3.B.py)
Practical:
- Preprocessing [[markdown]](Hw3/Practical/HomeWork3_Practical_Preprocessing.md) [[html]](Hw3/Practical/HomeWork3_Practical_Preprocessing.html) [[pdf]](Hw3/Practical/HomeWork3_Practical_Preprocessing.pdf) [[ipynb]](Hw3/Practical/HomeWork3_Practical_Preprocessing.ipynb) [[python]](Hw3/Practical/HomeWork3_Practical_Preprocessing.py)
- Exercise [[markdown]](HW3/Practical/Homework3.md) [[html]](HW3/Practical/Homework3.html) [[pdf]](HW3/Practical/Homework3.pdf) [[ipynb]](HW3/Practical/Homework3.ipynb) [[python]](HW3/Practical/Homework3.py)
### Homework 4
Theoretical: [[Questions]](HW4/Theoretical/4.pdf) [[Solution]](HW4/Theoretical/ML_HW4_Solution.pdf) [[MyAnswers]](HW4/Theoretical/HW4_ML.pdf)
Practical: [[markdown]](HW4/Practical/ML_HW4_AmirPourmand.md) [[html]](HW4/Practical/ML_HW4_AmirPourmand.html) [[pdf]](HW4/Practical/ML_HW4_AmirPourmand.pdf) [[ipynb]](HW4/Practical/ML_HW4_AmirPourmand.ipynb) [[python]](HW4/Practical/ML_HW4_AmirPourmand.py)
### Homework 5
Theoretical: [[Questions]](HW5/Theoretical/5.pdf) [[Solution]](HW5/Theoretical/ML_HW5_Solution.pdf) [[MyAnswers]](HW5/Theoretical/HW5_ML.pdf)
Practical: [[markdown]](HW5/Practical/ML2021S_HW5.md) [[html]](HW5/Practical/ML2021S_HW5.html) [[pdf]](HW5/Practical/ML2021S_HW5.pdf) [[ipynb]](HW5/Practical/ML2021S_HW5.ipynb) [[python]](HW5/Practical/ML2021S_HW5.py)
### Homework 6
Theoretical: [[Questions]](HW6/Theoretical/6.pdf) [[Solution]](HW6/Theoretical/ML_HW6_Solution.pdf) [[MyAnswers]](HW6/Theoretical/HW6_ML.pdf)
Practical: [[markdown]](HW6/Practical/ML2021S_HW6_AmirPourmand.md) [[html]](HW6/Practical/ML2021S_HW6_AmirPourmand.html) [[pdf]](HW6/Practical/ML2021S_HW6_AmirPourmand.pdf) [[ipynb]](HW6/Practical/ML2021S_HW6_AmirPourmand.ipynb) [[python]](HW6/Practical/ML2021S_HW6_AmirPourmand.py)#
### Homework 7
Theoretical: [[Questions]](HW7/Theoretical/7.pdf) [[Solution]](HW7/Theoretical/ML_HW7_Solution.pdf) [[MyAnswers]](HW7/Theoretical/HW7_ML.pdf)#
Practical: [[markdown]](HW7/Practical/ML2021S-HW7.md) [[html]](HW7/Practical/ML2021S-HW7.html) [[pdf]](HW7/Practical/ML2021S-HW7.pdf) [[ipynb]](HW7/Practical/ML2021S-HW7.ipynb) [[python]](HW7/Practical/ML2021S-HW7.py)
### Homework 8
Theoretical: [[Questions]](HW8/Theoretical/8.pdf) [[Solution]](HW8/Theoretical/ML_HW8_Solution.pdf) [[MyAnswers]](HW8/Theoretical/HW8_ML.pdf)
Practical: [[markdown]](HW8/Practical/ML2021S-HW8.md) [[html]](HW8/Practical/ML2021S-HW8.html) [[pdf]](HW8/Practical/ML2021S-HW8.pdf) [[ipynb]](HW8/Practical/ML2021S-HW8.ipynb) [[python]](HW8/Practical/ML2021S-HW8.py)
## Practical Projects
### Phase 1
- [Project Definition](Final_Phase1/Phase1_Definition.pdf)
- [MyReport](Final_Phase1/ML_Phase1_AmirPourmand_99210259.pdf)
- Mycodes: [[markdown]](Final_Phase1/Practical_Phase1.md) [[html]](Final_Phase1/Practical_Phase1.html) [[pdf]](Final_Phase1/Practical_Phase1.pdf) [[ipynb]](Final_Phase1/Practical_Phase1.ipynb) [[python]](Final_Phase1/Practical_Phase1.py)
### Phase 2
- [Project Definition](Final_Phase2/Phase2_Definition.pdf)
- [MyReport](Final_Phase2/ML_Report_Phase2_AmirPourmand_99210259.pdf)
- Mycodes: [[markdown]](Final_Phase2/Practical_Phase2.md) [[html]](Final_Phase2/Practical_Phase2.html) [[pdf]](Final_Phase2/Practical_Phase2.pdf) [[ipynb]](Final_Phase2/Practical_Phase2.ipynb) [[python]](Final_Phase2/Practical_Phase2.py)