CS-C3240 - Machine Learning D, Lecture, 5.9.2022-14.10.2022
This course space end date is set to 14.10.2022 Search Courses: CS-C3240
Topic outline
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Format:
Lectures will be given in person in the locations shown in the timetable. The lectures will also be streamed and the recordings will be available also after the lecture. The slides of each lecture and the link to the streaming/recording can be found after the timetable below.Timetable:
Lecturer: Pekka Marttinen (P), Dariush Salami (D)Week 36:
Lecture 1: Introduction (P) Date: Wed, Sep 7, 14:15-16:00 Location: 213a
Lecture 2: Regression (D) Date: Fri, Sep 9, 12:15-14:00 Location: Hall A (Y202a)
Week 37:
Lecture 3: Classification (D) Date: Wed, Sep 14, 14:15-16:00 Location: Hall A (Y202a)
Lecture 4: Feature learning, visualizat. (D) Date: Fri, Sep 16, 12:15-14:00 Location: Hall A (Y202a)
Week 38:
Lecture 5: Non-parametric methods (D) Date: Wed, Sep 21, 14:15-16:00 Location: Hall A (Y202a)
Lecture 6: Deep learning (D) Date: Fri, Sep 23, 12:15-14:00 Location: Hall A (Y202a)
Week 39:
Lecture 7: Clustering (P) Date: Wed, Sep 28, 14:15-16:00 Location: U2 (U157)
Lecture 8: Probability theory (P) Date: Fri, Sep 30, 12:15-14:00 Location: Hall A (Y202a)
Week 40:
Support for the project Date: Wed, Oct 5, 14:15-16:00 Location: Hall B (Y203a)
Lecture 9: Reinforcement learning I (P) Date: Fri, Oct 7, 12:15-14:00 Location: Hall A (Y202a)
Week 41:
Lecture 10: Reinforcement learning II (P) Date: Wed, Oct 12, 14:15-16:00 Location: 213a
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Lecture 1: Introduction FilePDF documentDate: Wednesday, Sep 7, from 14:15 to 16:00.
Location: 213a
Link to the streaming/recording:
https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=7758ff5e-c71c-452c-b2ea-af09008d804c -
Lecture 2: Regression FilePDF document
Date: Friday, Sep 9, from 12:15 to 14:00.
Location: Hall A (Y202a)
Link to the streaming/recording:https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=552329b7-cdf4-49c2-89d8-af0b0060e708
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Lecture 3: Classification FilePDF document
Date: Wednesday, Sep 14, from 14:15 to 16:00.
Location: Hall A (Y202a)
Link to the streaming/recording:https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=8ae0f7fb-6901-4281-8800-af1000ab50d6
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Lecture 4: Feature Engineering FilePDF document
Date: Friday, Sep 16, from 12:15 to 14:00.
Location: Hall A (Y202a)
Link to the streaming/recording:https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=b78d5cdd-2a57-4bf5-8477-af12008aafd0
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Lecture 5: Non-parametric Methods FilePDF document
Date: Wednesday, Sep 21, from 14:15 to 16:00.
Location: Hall A (Y202a)
Link to the streaming/recording:https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=538ac26d-621b-41f4-9ae0-af170093b6da
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Lecture 6: ANN and Deep Learning FilePDF document
Date: Wednesday, Sep 23, from 12:15 to 14:00.
Location: Hall A (Y202a)
Link to the streaming/recording:https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=873d0d61-09df-45c5-956d-af190075a9a7
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Lecture 7: Clustering FilePDF document
Date: Wednesday, Sep 28, from 14:15 to 16:00
Location: U2 (U157)
Streaming/recording:
https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=043bfe36-d8f7-4a01-9d2e-af1e0070e9aa -
Lecture 8: Probability theory FilePDF document
Date: Friday, Sep 30, from 12:15 to 14:00
Location: Hall A (Y202a)
Streaming/recording:
https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=a6c46cb1-b481-4654-94ff-af1f0095585a
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Lecture 9: Reinforcement Learning I FilePDF document
Date: Friday, Oct 7, from 12:15 to 14:00
Location: Hall A (Y202a)
Streaming/recording:
https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=7d54d710-a874-48a6-8d6e-af2600d5bf48
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Lecture 10: Reinforcement learning II FilePDF document
Date: Wed, Oct 12, 14:15-16:00
Location: 213a
Streaming/Recording:
https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=c6e83ce0-19be-423e-8fde-af2b00a9f90d
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