CS-C3240 - Machine Learning D, Lecture, 5.9.2022-14.10.2022

Översikt

• 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
  

  
  

  • 

    Lecture 1: Introduction Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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
    
    
  • 

    Lecture 2: Regression Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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
    

  • 

    Lecture 3: Classification Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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

    
    

  • 

    Lecture 4: Feature Engineering Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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

    
    

  • 

    Lecture 5: Non-parametric Methods Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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

    
    
    

  • 

    Lecture 6: ANN and Deep Learning Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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

    
    

  • 

    Lecture 7: Clustering Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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 Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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
    

  • 

    Lecture 9: Reinforcement Learning I Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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
    

  • 

    Lecture 10: Reinforcement learning II Fil

    PDF document

    Tillgänglig om: You are a(n) Studerande

    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