MAHIDOL UNIVERSITY CENTER FOR SCIENTIFIC COMPUTING
| Instructor | Chaiwoot Boonyasiriwat (chaiwoot@gmail.com) |
| Class Hours | Tuesday, 1:30PM - 4:30PM |
| Grading | assignment 30, class attendance and participation 10, examinations 30, project 30 |
| Course Materials |
| Date | Topics | Assignments |
|---|---|---|
| Jan 9, 2024 | Computer system, number systems, flowchart | |
| Jan 16, 2024 | Introduction to Python, data types, variables, arithmetic and assignment operators | |
| Jan 23, 2024 | Built-in functions, user-defined functions | |
| Jan 30, 2024 | Using math and matplotlib modules, vector algebra | |
| Feb 6, 2024 | while loop | |
| Feb 13, 2024 | for-in loop, list, flowchart of function, recursive function | |
| Feb 20, 2024 | Graph plotting, Matplotlib module | |
| Feb 27, 2024 | Midterm summary, finite-difference approximation of derivative, midpoint rule for estimating integral, Monte Carlo integration | |
| Mar 12, 2024 | Midterm exam explanation | |
| Mar 19, 2024 | Object-oriented programming, class, object, inheritance | |
| Mar 26, 2024 | Solving minimization problems using the Monte Carlo method, solving initial value problems using the Euler method | |
| Apr 2, 2024 | Solving initial value problems using the Euler method (continued), convolution and image processing | |
| Apr 9, 2024 | SciPy module | |
| Apr 23, 2024 | Keras module | |
| TBA | Project presentation |