Inteligentni sistemi

Section outline

• Izberi poglavje Splošno

  Splošno

  Skrči vse Razširi vse

  • Izberi aktivnost About the course

    About the course         
    

  • Izberi aktivnost Announcements

    

    Announcements Forum
  • Izberi aktivnost Discussion forum

    

    Discussion forum
  • Izberi aktivnost Course description and students obligations 2023/24

    

    Course description and students obligations 2023/24 Datoteka
  • Izberi aktivnost Lectures

    Lectures 
    

  • Izberi aktivnost 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

    
    

    
    

  • Izberi aktivnost Lecture slides 2024/25

    

    Lecture slides 2024/25 Mapa
  • Izberi aktivnost Literature and readings

    

    Literature and readings Mapa
  • Izberi aktivnost Exams

    Exams 
    

  • Izberi aktivnost Samples of written exams

    

    Samples of written exams Mapa
  • Izberi aktivnost A sample of oral exam questions

    

    A sample of oral exam questions Datoteka

    Naloženo 15/01/21, 21:24
  • Izberi aktivnost Lab work (general)

    Lab work (general)
    

  • Izberi aktivnost Course repository

    

    Course repository URL

    Link to the code repository

  • Izberi aktivnost Lab work (assignment 1)

    Lab work (assignment 1) 
    

  • Izberi aktivnost Seminar I - Instructions

    

    Seminar I - Instructions Datoteka

    Naloženo 6/11/24, 10:45
  • Izberi aktivnost Seminar I - datasets

    

    Seminar I - datasets Datoteka

    Naloženo 6/11/24, 10:46
  • Izberi aktivnost Seminar 1 Time Slots

    

    Seminar 1 Time Slots Razpored
  • Izberi aktivnost Seminar 1 Submission

    

    Seminar 1 Submission Naloga
  • Izberi aktivnost Lab work (assignment 2)

    Lab work (assignment 2) 
    

  • Izberi aktivnost Seminar 2 - Instructions

    

    Seminar 2 - Instructions Datoteka

    Naloženo 11/12/24, 13:24
  • Izberi aktivnost Seminar 2 - Dataset

    

    Seminar 2 - Dataset Datoteka

    Naloženo 11/12/24, 13:31
  • Izberi aktivnost Seminar 2 Time Slots

    

    Seminar 2 Time Slots Razpored
  • Izberi aktivnost Seminar 2 - Submission

    

    Seminar 2 - Submission Naloga
  • Izberi aktivnost Additional material     &...

    Additional material                                                                                                                        
    

  • Izberi aktivnost Data analyist is a top job

    

    Data analyist is a top job URL
  • Izberi aktivnost Data science cheatsheet

    

    Data science cheatsheet URL
  • Izberi aktivnost Numpy cheat sheet

    

    Numpy cheat sheet Datoteka

    Naloženo 7/10/24, 12:12
  • Izberi aktivnost Pandas cheat sheet

    

    Pandas cheat sheet Datoteka

    Naloženo 7/10/24, 12:13
  • Izberi aktivnost Quizzes        ...

    Quizzes                                                                                                                                            
    

  • Izberi aktivnost Quiz 1

    

    Quiz 1 Kviz
  • Izberi aktivnost Quiz 2

    

    Quiz 2 Kviz
  • Izberi aktivnost Quiz 3

    

    Quiz 3 Kviz
  • Izberi aktivnost Quiz 4

    

    Quiz 4 Kviz
  • Izberi aktivnost Quiz 5

    

    Quiz 5 Kviz