Topic outline

  • Lectures

    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


    • File icon
      Lecture 1: Introduction File
      PDF document
      Not available unless: You are a(n) Student
      Date: 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

    • File icon
      Lecture 2: Regression File
      PDF document
      Not available unless: You are a(n) Student

      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

    • File icon
      Lecture 3: Classification File
      PDF document
      Not available unless: You are a(n) Student

      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


    • File icon
      Lecture 4: Feature Engineering File
      PDF document
      Not available unless: You are a(n) Student

      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


    • File icon
      Lecture 5: Non-parametric Methods File
      PDF document
      Not available unless: You are a(n) Student

      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



    • File icon
      Lecture 6: ANN and Deep Learning File
      PDF document
      Not available unless: You are a(n) Student

      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


    • File icon
      Lecture 7: Clustering File
      PDF document
      Not available unless: You are a(n) Student

      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

    • File icon
      Lecture 8: Probability theory File
      PDF document
      Not available unless: You are a(n) Student

      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

    • File icon
      Lecture 9: Reinforcement Learning I File
      PDF document
      Not available unless: You are a(n) Student

      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

    • File icon
      Lecture 10: Reinforcement learning II File
      PDF document
      Not available unless: You are a(n) Student

      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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