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| title = Fundamentals of Programming | | title = Fundamentals of Programming | ||
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__TOC__ | __TOC__ | ||
− | + | The course provides students with the basics of programming and algorithmic thinking using Python programming language. It focuses on elements of programming (variables, if-statement, for-loop, etc.) and writing simple programs. Additionally it introduces concepts from computer science useful for students of cognitive science. It puts emphasis on the ability to intrinsically understand existing source code and make use of Python libraries, including the famous scientific libraries such as NumPy for numerical computations on data matrices and MatPlotLib for plotting. If time allows, the finale of the course comprises very light introduction to machine learning including the well-known scientific libraries (SciKitLearn, Pytorch). | |
− | == | + | == Basic info == |
{| class="alternative table-responsive" | {| class="alternative table-responsive" | ||
!Type | !Type | ||
Riadok 19: | Riadok 17: | ||
|- | |- | ||
|Lecture | |Lecture | ||
− | | | + | |Tuesday |
− | |10:40 | + | |13:10 - 14:40 |
− | |I-9 | + | |I-9 or [https://teams.microsoft.com/l/team/19%3aODd-33mI1reF0EH99s97CcyP8YswtsOtQvkYKKm79UA1%40thread.tacv2/conversations?groupId=d6e3f927-0bf5-437f-9775-b6d7afa1a1cb&tenantId=ce31478d-6e7a-4ce7-8670-a5b9d51884f9 MS Teams: 2-IKV-105 Fundamentals of Programming] |
− | |[[ | + | |[[Kristina Malinovska|Kristína Malinovská]] |
|- | |- | ||
|Labs | |Labs | ||
|Thursday | |Thursday | ||
− | | | + | |14:00 - 15:30 |
− | |I-9 | + | |I-9 or [https://teams.microsoft.com/l/team/19%3aODd-33mI1reF0EH99s97CcyP8YswtsOtQvkYKKm79UA1%40thread.tacv2/conversations?groupId=d6e3f927-0bf5-437f-9775-b6d7afa1a1cb&tenantId=ce31478d-6e7a-4ce7-8670-a5b9d51884f9 MS Teams: 2-IKV-105 Fundamentals of Programming] |
− | |[[ | + | |[[Matej Fandl|Matej Fandl]] and [[Kristina Malinovska|Kristína Malinovská]] |
|} | |} | ||
== Syllabus == | == Syllabus == | ||
+ | * Introduction: what is programming? Basic concepts | ||
+ | * Variables, basic types, console input/output, my first program | ||
+ | * Control flow: if, for, lists, strings and formatting | ||
+ | * Writing programs: functions and modules, values vs. references | ||
+ | * Collections (list, tuple, set, dictionary), working with files | ||
+ | * Exceptions, working with files and directories | ||
+ | * Object-oriented programming, trees, *recursion | ||
+ | * Numpy. and Matplotlib | ||
+ | * Machine Learning and ANN: basics and libraries | ||
+ | == Course grading == | ||
+ | |||
+ | * Weekly homework (max. 10 points). | ||
+ | * Midterm (max 10 points) | ||
+ | * Final project or Exam (max. 30 points). | ||
+ | * Bonus assignments. | ||
+ | * <b>Overall grading:</b> A (50-46), B (45-41), C (40-36), D (35-31), E (30-26), Fx (25-0). | ||
+ | |||
+ | == Indicative Course Schedule == | ||
+ | Example from 2021 | ||
{| class="alternative table-responsive" | {| class="alternative table-responsive" | ||
+ | !# | ||
!Date | !Date | ||
!Topic | !Topic | ||
|- | |- | ||
− | | | + | |1. |
− | | | + | |29.09. |
+ | | Introduction: what is programming? Basic concepts | ||
|- | |- | ||
− | | | + | |2. |
− | | | + | |06.10. |
+ | | Variables, basic types, console input/output, my first program | ||
|- | |- | ||
− | | | + | |3. |
− | | | + | |13.10. |
+ | | Control flow: if, or, lists | ||
|- | |- | ||
− | | | + | |4. |
− | | | + | |20.10. |
+ | | Control flow: if, for, while, strings | ||
|- | |- | ||
− | | | + | |5. |
− | | | + | |27.10. |
+ | | Writing programs: functions, nesting, values vs. references | ||
|- | |- | ||
− | | | + | |6. |
− | | | + | |03.11. |
+ | | Collections (list, tuple, set, dictionary), working with files | ||
|- | |- | ||
− | | | + | |7. |
− | | | + | |10.11. |
+ | | Exceptions, working with files and directories | ||
|- | |- | ||
− | | | + | |8. |
− | | | + | |17.11. |
+ | | *State holiday* | ||
|- | |- | ||
− | | | + | |9. |
− | | | + | |24.11. |
+ | | Object-oriented programming, trees, *recursion | ||
|- | |- | ||
− | | | + | |10. |
− | | | + | |01.12. |
+ | | Numpy. and Matplotlib | ||
|- | |- | ||
− | | | + | |11. |
− | | | + | |08.12. |
+ | | Machine Learning and ANN: basics and libraries | ||
+ | |- | ||
+ | |12. | ||
+ | |15.12. | ||
+ | | Project | ||
|} | |} | ||
− | |||
− | |||
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Aktuálna revízia z 18:18, 9. október 2023
Fundamentals of Programming 2-IKV-105
Obsah
The course provides students with the basics of programming and algorithmic thinking using Python programming language. It focuses on elements of programming (variables, if-statement, for-loop, etc.) and writing simple programs. Additionally it introduces concepts from computer science useful for students of cognitive science. It puts emphasis on the ability to intrinsically understand existing source code and make use of Python libraries, including the famous scientific libraries such as NumPy for numerical computations on data matrices and MatPlotLib for plotting. If time allows, the finale of the course comprises very light introduction to machine learning including the well-known scientific libraries (SciKitLearn, Pytorch).
Basic info
Type | Day | Time | Room | Lecturer |
---|---|---|---|---|
Lecture | Tuesday | 13:10 - 14:40 | I-9 or MS Teams: 2-IKV-105 Fundamentals of Programming | Kristína Malinovská |
Labs | Thursday | 14:00 - 15:30 | I-9 or MS Teams: 2-IKV-105 Fundamentals of Programming | Matej Fandl and Kristína Malinovská |
Syllabus
- Introduction: what is programming? Basic concepts
- Variables, basic types, console input/output, my first program
- Control flow: if, for, lists, strings and formatting
- Writing programs: functions and modules, values vs. references
- Collections (list, tuple, set, dictionary), working with files
- Exceptions, working with files and directories
- Object-oriented programming, trees, *recursion
- Numpy. and Matplotlib
- Machine Learning and ANN: basics and libraries
Course grading
- Weekly homework (max. 10 points).
- Midterm (max 10 points)
- Final project or Exam (max. 30 points).
- Bonus assignments.
- Overall grading: A (50-46), B (45-41), C (40-36), D (35-31), E (30-26), Fx (25-0).
Indicative Course Schedule
Example from 2021
# | Date | Topic |
---|---|---|
1. | 29.09. | Introduction: what is programming? Basic concepts |
2. | 06.10. | Variables, basic types, console input/output, my first program |
3. | 13.10. | Control flow: if, or, lists |
4. | 20.10. | Control flow: if, for, while, strings |
5. | 27.10. | Writing programs: functions, nesting, values vs. references |
6. | 03.11. | Collections (list, tuple, set, dictionary), working with files |
7. | 10.11. | Exceptions, working with files and directories |
8. | 17.11. | *State holiday* |
9. | 24.11. | Object-oriented programming, trees, *recursion |
10. | 01.12. | Numpy. and Matplotlib |
11. | 08.12. | Machine Learning and ANN: basics and libraries |
12. | 15.12. | Project |