Intelligent Systems

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  General

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  • Select activity About the course

    About the course         
    

  • Select activity Announcements

    

    Announcements Forum
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    Discussion forum
  • Select activity Course description and students obligations 2023/24

    

    Course description and students obligations 2023/24 File
  • Select activity Lectures

    Lectures 
    

  • Select activity The course syllabus. Topic Lectures 1 Syllabus and...

    The course syllabus.

    Topic	Lectures
    1	Syllabus and obligations; overview of artificial intelligence
    2	Nature inspired computation, genetic algorithms
    3	Predictive modeling
    4	Bias, variance, and generalization error
    5	Feature selection and representation learning
    6	Neural networks
    7	Natural language processing
    8	Ensemble learning
    9	Kernel methods
    10	Model explanation and understanding
    11	Reinforcement learning

    
    

    
    

  • Select activity Lecture slides 2024/25

    

    Lecture slides 2024/25 Folder
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    Literature and readings Folder
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    Exams 
    

  • Select activity Samples of written exams

    

    Samples of written exams Folder
  • Select activity A sample of oral exam questions

    

    A sample of oral exam questions File

    Uploaded 15/01/21, 21:24
  • Select activity Lab work (general)

    Lab work (general)
    

  • Select activity Course repository

    

    Course repository URL

    Link to the code repository

  • Select activity Lab work (assignment 1)

    Lab work (assignment 1) 
    

  • Select activity Seminar I - Instructions

    

    Seminar I - Instructions File

    Uploaded 6/11/24, 10:45
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    Seminar I - datasets File

    Uploaded 6/11/24, 10:46
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    Seminar 1 Time Slots Scheduler
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    Seminar 1 Submission Assignment
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    Lab work (assignment 2) 
    

  • Select activity Seminar 2 - Instructions

    

    Seminar 2 - Instructions File

    Uploaded 11/12/24, 13:24
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    Seminar 2 - Dataset File

    Uploaded 11/12/24, 13:31
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    Seminar 2 Time Slots Scheduler
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    Seminar 2 - Submission Assignment
  • Select activity Additional material     &...

    Additional material                                                                                                                        
    

  • Select activity Data analyist is a top job

    

    Data analyist is a top job URL
  • Select activity Data science cheatsheet

    

    Data science cheatsheet URL
  • Select activity Numpy cheat sheet

    

    Numpy cheat sheet File

    Uploaded 7/10/24, 12:12
  • Select activity Pandas cheat sheet

    

    Pandas cheat sheet File

    Uploaded 7/10/24, 12:13
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    Quizzes                                                                                                                                            
    

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    Quiz 1
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    Quiz 2
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    Quiz 3
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    Quiz 4
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    Quiz 5