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• Select section General

  General

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  • Select activity About the course

    About the course         
    

  • Select activity Announcements

    

    Announcements Forum
  • Select activity Discussion forum

    

    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 2023/24

    

    Lecture slides 2023/24 Folder
  • Select activity Some recordings of the partially outdated lectures are available in MS Teams, UL FRI Intelligent systems team, use the code 6zwq5bg for access.

    

    Some recordings of the partially outdated lectures are available in MS Teams, UL FRI Intelligent systems team, use the code 6zwq5bg for access. URL
  • Select activity Literature and readings

    

    Literature and readings Folder
  • Select activity Exams

    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 Exam dates:26 January 2024 at 9:00 in P106 Februar...

    Exam dates:
    26 January 2024 at 9:00 in P1
    06 February 2024 at 9:00 in P1
    26 August 2024
    

  • Select activity Lab work (general)

    Lab work (general)
    

  • Select activity Lab work (assignment 1)

    Lab work (assignment 1) 
    

  • Select activity IS Seminar 1

    

    IS Seminar 1 File

    Uploaded 25/10/23, 11:00
  • Select activity dataset

    

    dataset File

    Uploaded 25/10/23, 11:02
  • Select activity Seminar 1 time slots

    

    Seminar 1 time slots Scheduler
  • Select activity Submission of the first Assigmnent

    

    Submission of the first Assigmnent Assignment
  • Select activity Lab work (assignment 2)

    Lab work (assignment 2) 
    

  • Select activity Assignment 2

    

    Assignment 2 File

    Uploaded 5/12/23, 15:59
  • Select activity Dataset 2

    

    Dataset 2 File

    Uploaded 8/01/24, 13:18
  • Select activity Seminar 2 - time slots

    

    Seminar 2 - time slots Scheduler
  • Select activity Seminar 2 - submission

    

    Seminar 2 - submission Assignment
  • Select activity Lab work (Assignment 3)

    Lab work (Assignment 3) 
    

  • 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 Quizzes        ...

    Quizzes                                                                                                                                            
    

  • Select activity Quiz 1

    

    Quiz 1
  • Select activity Quiz 2

    

    Quiz 2
  • Select activity Quiz 3

    

    Quiz 3
  • Select activity Quiz 4

    

    Quiz 4
  • Select activity Quiz 5

    

    Quiz 5
• Select section 3. Oktober - 7. Oktober

  3. Oktober - 7. Oktober

  
  

  • Select activity Practical sessions start the 2nd week of the semes...

    Practical sessions start the 2nd week of the semester.
    

• Select section 9. Oktober - 13. Oktober

  9. Oktober - 13. Oktober

  
  

  • Select activity Labs:An introduction to Python for Intelligent Sys...

    Labs:

    An introduction to Python for Intelligent Systems
    
    

  • Select activity Introduction to Python (Python Notebook)

    

    Introduction to Python (Python Notebook) File

    Uploaded 8/10/23, 20:38
  • Select activity Problems (Python Notebook)

    

    Problems (Python Notebook) File

    Uploaded 8/10/23, 21:01
  • Select activity Solutions (Python Notebook)

    

    Solutions (Python Notebook) File

    Uploaded 8/10/23, 21:01
• Select section 17. Oktober - 21. Oktober

  17. Oktober - 21. Oktober

  
  

  • Select activity Labs:Genetic algorithms- Data visualization

    Labs:

    Genetic algorithms
    - Data visualization
    
    

  • Select activity Code

    

    Code File

    Uploaded 16/10/23, 08:23
  • Select activity Problems

    

    Problems File

    Uploaded 16/10/23, 08:25
  • Select activity solutions

    

    solutions File

    Uploaded 24/10/23, 17:43
• Select section 24. Oktober - 28. Oktober

  24. Oktober - 28. Oktober

  
  

  • Select activity "players.txt" data set

    

    "players.txt" data set File
  • Select activity "movies.txt" data set

    

    "movies.txt" data set File
  • Select activity Visualization - code

    

    Visualization - code File

    Uploaded 23/10/23, 10:58
  • Select activity Problems

    

    Problems File

    Uploaded 23/10/23, 11:00
  • Select activity Solutions

    

    Solutions File

    Uploaded 6/11/23, 11:06
• Select section 31. Oktober - 4. November

  31. Oktober - 4. November

  
  

  • Select activity "tic-tac-toe-learn.txt" data set

    

    "tic-tac-toe-learn.txt" data set File
  • Select activity "tic-tac-toe-test.txt" data set

    

    "tic-tac-toe-test.txt" data set File
  • Select activity Code

    

    Code File

    Uploaded 6/11/23, 11:07
  • Select activity Problems

    

    Problems File

    Uploaded 6/11/23, 11:09
  • Select activity lab4 solutions

    

    lab4 solutions File

    Uploaded 13/11/23, 13:39
• Select section 7. November - 11. November

  7. November - 11. November

  
  

  • Select activity LABS:- Classification

    LABS:

    - Classification

    
    

  • Select activity "cars.txt" data set

    

    "cars.txt" data set File
  • Select activity "spamlearn.txt" data set

    

    "spamlearn.txt" data set File
  • Select activity "spamtest.txt" data set

    

    "spamtest.txt" data set File
  • Select activity "vehicle.txt" data set

    

    "vehicle.txt" data set File
  • Select activity "student.txt" data set

    

    "student.txt" data set File
  • Select activity Code

    

    Code File

    Uploaded 13/11/23, 10:45
  • Select activity Problems

    

    Problems File

    Uploaded 13/11/23, 10:45
  • Select activity Solutions

    

    Solutions File

    Uploaded 20/11/23, 11:08
• Select section 14. November - 18. November

  14. November - 18. November

  
  

  • Select activity "quadrant.txt" data set

    

    "quadrant.txt" data set File
  • Select activity Neural Networks

    

    Neural Networks File

    Uploaded 20/11/23, 11:07
• Select section 21. November - 25. November

  21. November - 25. November

  
  

  • Select activity Oznaka

    
    

  • Select activity problems

    

    problems File

    Uploaded 27/11/23, 11:48
  • Select activity nlp

    

    nlp File

    Uploaded 27/11/23, 11:48
  • Select activity Solutions

    

    Solutions File

    Uploaded 3/01/24, 15:11
• Select section 28. November - 2. December

  28. November - 2. December

  Not available
• Select section 5. December - 9. December

  5. December - 9. December

  Not available
• Select section 12. December - 16. December

  12. December - 16. December

   
  

  • Select activity Feature selection

    

    Feature selection File

    Uploaded 11/12/23, 11:28
  • Select activity Model explainability

    

    Model explainability File

    Uploaded 11/12/23, 11:29
  • Select activity quadrant

    

    quadrant File

    Uploaded 13/12/23, 11:14
• Select section 19. December - 23. December

  19. December - 23. December

  
  

  • Select activity Clustering

    

    Clustering File

    Uploaded 18/12/23, 11:37
  • Select activity Ensemble learning

    

    Ensemble learning File

    Uploaded 18/12/23, 11:37
  • Select activity vehicle.txt

    

    vehicle.txt File

    Uploaded 18/12/23, 11:38
  • Select activity worldcities.csv

    

    worldcities.csv File

    Uploaded 18/12/23, 11:38
  • Select activity Problems

    

    Problems File

    Uploaded 18/12/23, 11:39
• Select section 26. December - 30. December

  26. December - 30. December

   We wish you a Merry Christmas and a Happy New Year!

  
  
• Select section 2. Januar - 6. Januar

  2. Januar - 6. Januar

  Not available
• Select section 9. Januar - 13. Januar

  9. Januar - 13. Januar

  
  

  • Select activity LABS: No labs this week

    LABS: No labs this week
    

  • Select activity Reinforcement learning - Problems

    

    Reinforcement learning - Problems File
  • Select activity Reinforcement learning

    

    Reinforcement learning File

    Uploaded 8/01/24, 11:19
• Select section 16. Januar - 20. Januar

  16. Januar - 20. Januar

  Not available