- Students are able to understand and master programming languages such as Python.
- Students are able to apply programming languages such as Python in modeling problems in science
e.g. quadratic equation, root finding, parabolic motion.
Sparisoma Viridi dudung
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/ learning_outcomes.md
Last active
December 13, 2025 03:55
SK5002 Algorithm and Programming in Science
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/ python_exercises.ipynb
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December 13, 2025 03:52
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dudung
/ rand_walk_nd.ipynb
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October 15, 2025 05:46
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dudung
/ rand_walk_2d.ipynb
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October 15, 2025 05:40
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/ rand_walk_1d.ipynb
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October 15, 2025 05:42
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| ID | Age | Income | Satisfaction_Level | Gender | City | Purchase_Amount | Membership_Level | Last_Purchase_Days_Ago | Feedback | |
|---|---|---|---|---|---|---|---|---|---|---|
| C031 | 61 | 75000 | 1 | Male | Los Angeles | 510 | gold | 8 | ||
| C066 | 64 | 75000 | high | M | SF | 970 | Gold | 289 | bad | |
| C065 | 25 | 45000 | six | female | New York | 230 | 119 | bad | ||
| C054 | 31 | 50000 | Male | LA | 690 | Bronze | 82 | average | ||
| C046 | 68 | 90000 | 3 | male | Los Angeles | 410 | Gold | 145 | Bad | |
| C095 | 38 | 999999 | 4 | male | n/a | 310 | Bronze | 83 | Excellent | |
| C045 | 54 | 90000 | six | female | n/a | 490 | silver | 192 | Bad | |
| C048 | 38 | 80000 | Female | newyork | 190 | Bronze | 212 | GOOD | ||
| C011 | 28 | 70000 | six | male | NY | 10 | Silver | 229 |
dudung
/ requirements.txt
Created
September 29, 2025 02:55
Python packages for sk5002-01-2025-1 course
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| absl-py==2.1.0 | |
| aggdraw==1.3.19 | |
| anyio==4.8.0 | |
| argon2-cffi==23.1.0 | |
| argon2-cffi-bindings==21.2.0 | |
| arrow==1.3.0 | |
| asttokens==3.0.0 | |
| astunparse==1.6.3 | |
| async-lru==2.0.4 | |
| attrs==25.1.0 |
dudung
/ requirements.txt
Created
May 26, 2025 02:24
Python requirements for ml4spectra2config-2 project
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| absl-py==2.1.0 | |
| anyio==4.3.0 | |
| argon2-cffi==23.1.0 | |
| argon2-cffi-bindings==21.2.0 | |
| arrow==1.3.0 | |
| asttokens==2.4.1 | |
| astunparse==1.6.3 | |
| async-lru==2.0.4 | |
| attrs==23.2.0 | |
| Babel==2.15.0 |
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| {{ define "main" }} | |
| <main aria-role="main"> | |
| <header class="homepage-header"> | |
| <h1>from codes to granular systems</h1> | |
| {{ with .Params.subtitle }} | |
| <span class="subtitle">{{ . }}</span> | |
| {{ end }} | |
| </header> | |
| <div class="homepage-content"> | |
| <!-- Note that the content for index.html, as a sort of list page, will pull from content/_index.md --> |
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