Its not a Piotr
Total Score: 66
Homework submissions
Homework 2: Machine Learning for Regression
Score: 12 = 5 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.youtube.com/watch?v=rawGPXg2ofE&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=21
- https://www.youtube.com/watch?v=Dnxesr1FH7c&t=29s
- https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728313102278529
- https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728380779957089
- https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728335034152009
- https://www.youtube.com/watch?v=KT--uIJozes&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=26
- https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1728297402474149
Homework 3: Machine Learning for Classification
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://en.wikipedia.org/wiki/Mutual_information
- https://en.wikipedia.org/wiki/Logistic_regression
- https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html
- https://www.freecodecamp.org/news/linear-regression-vs-logistic-regression/#:~:text=But%20here's%20the%20main%20difference,applications%2C%20equations%2C%20and%20objectives.
- https://en.wikipedia.org/wiki/Training,_validation,_and_test_data_sets
- https://www.youtube.com/watch?v=7KFE2ltnBAg&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=36
- https://www.youtube.com/watch?v=_u2YaGT6RN0&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=34
Homework 4: Evaluation Metrics for Classification
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://youtu.be/B5PATo1J6yw?si=h7-sAIBAOLB9YVtT
- https://youtu.be/hvIQPAwkVZo?si=dRvwhc0GPaNvZoTg
- https://youtu.be/B5PATo1J6yw?si=RdY0fZIxv0uB6E0q
- https://youtu.be/BIIZaVtUbf4?si=OlgJB3VrM86-A0H6
- https://youtu.be/gRLP_mlglMM?si=90tuVqFg8I9nW9sw
- https://youtu.be/FW_l7lB0HUI?si=RgpHpTWyS20lx9Wz
- https://youtu.be/gmg5jw1bM8A?si=vToSk4CauuzgmzQX
Homework 5: Deploying Machine Learning Models
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.youtube.com/watch?v=gaBpAhdxB4w&t=56s
- https://datatalks-club.slack.com/archives/C0288NJ5XSA/p1730241576727329
- https://www.youtube.com/watch?v=EJpqZ7OlwFU&list=PL3MmuxUbc_hIhxl5Ji8t4O6lPAOpHaCLR&index=52
- https://youtu.be/W7ubna1Rfv8?si=CLGlw0G6tX6RlTVI
- https://github.com/MemoonaTahira/MLZoomcamp2022/blob/main/Notes/Week_5-flask_and_docker_for_deployment/Setting_up_WSL%2BDocker.md
- https://github.com/MemoonaTahira/MLZoomcamp2022/blob/main/Notes/Week_5-flask_and_docker_for_deployment/readme.md
- https://github.com/DataTalksClub/machine-learning-zoomcamp/blob/master/cohorts/2024/05-deployment/homework.md
Homework 6: Decision Trees and Ensemble Learning
Score: 13 = 5 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://youtu.be/YGiQvFbSIg8?si=PBCRbOjBXA8fjDO6
- https://youtu.be/XODz6LwKY7g?si=FwE7kSXVMpRVTpdA
- https://youtu.be/XODz6LwKY7g?si=Upfw5X1gw7CXFZYW
- https://youtu.be/XODz6LwKY7g?si=9Otif11jtiW23lTt
- https://youtu.be/FZhcmOfNNZE?si=IzJBwEWhCuycjrmr
- https://youtu.be/xFarGClszEM?si=g5q8gUdhURu89_WI
- https://youtu.be/VX6ftRzYROM?si=At5q6g_kFPNvE-Fs
Project submissions
No project submissions found.