-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
379 lines (356 loc) · 16.6 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Course Tiles</title>
<link rel="stylesheet" href="styles.css">
<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.1/css/all.css" crossorigin="anonymous">
</head>
<body>
<div class="header">
<button class="study-button all">Show All</button>
<button class="study-button TüKITZmed">TüKITZmed</button>
<button class="study-button TüKITZlife">TüKITZlife</button>
<select id="difficulty-filter">
<option value="all">All Levels</option>
<option value="beginner">Beginner</option>
<option value="intermediate">Intermediate</option>
<option value="expert">Expert</option>
</select>
<button id="download-button" class="download-button tooltip">
<i class="fas fa-solid fa-download"></i>
<span class="tooltiptext">Download list of selected courses</span>
</button>
</div>
<!-- Separate Containers for Each Topic -->
<div class="topic-container">
<h2>Mathematics</h2>
<div class="course-container" id="math-container"></div>
</div>
<div class="topic-container">
<h2>Machine Learning</h2>
<div class="course-container" id="ml-container"></div>
</div>
<div class="topic-container">
<h2>Applications</h2>
<div class="course-container" id="applications-container"></div>
</div>
<div class="course-container">
<!-- Example course tiles with custom accordion data -->
<div class="course-tile TüKITZmed TüKITZlife beginner" data-topic="Machine Learning" data-accordion="Feature selection:Details|Hyperparameters:Details">
<div class="course-header">Basic concepts of ML</div>
<div class="course-labels">
<div class="label">Feature selection</div>
<div class="label">Hyperparameters</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife beginner" data-topic="Machine Learning" data-accordion="Classification:Details|Regression:Details|Evaluation:Details|Error functions:Details">
<div class="course-header">Supervised Learning</div>
<div class="course-labels">
<div class="label">Classification</div>
<div class="label">Regression</div>
<div class="label">Evaluation</div>
<div class="label">Error functions</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife intermediate" data-topic="Machine Learning" data-accordion="">
<div class="course-header">Supervised Learning</div>
<div class="course-labels">
<div class="label">Linear regression</div>
<div class="label">Logistic regression</div>
<div class="label">SVMs</div>
<div class="label">KNNs</div>
<div class="label">Decision trees</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife beginner" data-topic="Machine Learning" data-accordion="Clustering:Details|Dimensionality reduction:Details|Generative AI:Details">
<div class="course-header">Unupervised Learning</div>
<div class="course-labels">
<div class="label">Clustering</div>
<div class="label">Dimensionality reduction</div>
<div class="label">Generative AI</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife intermediate" data-topic="Machine Learning" data-accordion="k-means:Details|PCA:Details|t-SNE:Details|Clustering evaluation:Details">
<div class="course-header">Unupervised Learning</div>
<div class="course-labels">
<div class="label">k-means</div>
<div class="label">PCA Concept</div>
<div class="label">t-SNE</div>
<div class="label">Clustering evaluation</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife beginner" data-topic="Machine Learning" data-accordion="Perceptrons:Details|Activation functions:Details|Multilayer NN:Details">
<div class="course-header">Deep learning</div>
<div class="course-labels">
<div class="label">Perceptrons</div>
<div class="label">Activation functions</div>
<div class="label">Multilayer NN</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife intermediate" data-topic="Machine Learning" data-accordion="">
<div class="course-header">Deep learning</div>
<div class="course-labels">
<div class="label">How NNs learn</div>
<div class="label">Backprop</div>
<div class="label">Convolutions</div>
<div class="label">Optimization algorithms</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife beginner" data-topic="Mathematics" data-accordion="Vector:Details|Matrix:Details|Norms:Details|Length:Details">
<div class="course-header">Mathematics - Basics</div>
<div class="course-labels">
<div class="label">Vector</div>
<div class="label">Matrix</div>
<div class="label">Norms</div>
<div class="label">Length</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife intermediate" data-topic="Mathematics" data-accordion="Vector:Details|Matrix:Details|Norms:Details|Length:Details">
<div class="course-header">Vector calculus</div>
<div class="course-labels">
<div class="label">Differentiation</div>
<div class="label">Partial diff</div>
<div class="label">Jacobians</div>
<div class="label">Hessians</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife intermediate" data-topic="Mathematics" data-accordion="Vector:Details|Matrix:Details|Norms:Details|Length:Details">
<div class="course-header">Information theory</div>
<div class="course-labels">
<div class="label">Entropy</div>
<div class="label">KL divergence</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife intermediate" data-topic="Mathematics" data-accordion="Vector:Details|Matrix:Details|Norms:Details|Length:Details">
<div class="course-header">Statistics & Prob. theory</div>
<div class="course-labels">
<div class="label">Discrete RV</div>
<div class="label">Binomial distr</div>
<div class="label">Continous RV</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife expert" data-topic="Mathematics" data-accordion="Vector:Details|Matrix:Details|Norms:Details|Length:Details">
<div class="course-header">Vector calculus</div>
<div class="course-labels">
<div class="label">Bayes' theorem</div>
<div class="label">Conditional</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar filled"></div>
</div>
</div>
<div class="course-tile TüKITZmed TüKITZlife expert" data-topic="Mathematics" data-accordion="Vector:Details|Matrix:Details|Norms:Details|Length:Details">
<div class="course-header">Linear algebra</div>
<div class="course-labels">
<div class="label">Eigenvalues</div>
<div class="label">Eigenvectors</div>
<div class="label">Trace</div>
<div class="label">Determinant</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar filled"></div>
</div>
</div>
<div class="course-tile TüKITZmed beginner" data-topic="Applications" data-accordion="Overview:Details about Medical Imaging|Radiology:Details about Genomics">
<div class="course-header">ML Applications in medicine - Advances</div>
<div class="course-labels">
<div class="label">Overview</div>
<div class="label">Radiology</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed intermediate" data-topic="Applications" data-accordion="Radiology:Details about Medical Imaging">
<div class="course-header">ML Applications in medicine - UK Tübingen</div>
<div class="course-labels">
<div class="label">Radiology</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar filled"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed beginner" data-topic="Applications" data-accordion="Ethics:Details about Ethics|Law:Details about Law|Privacy:Details about Privacy">
<div class="course-header">Ethics, law & privacy</div>
<div class="course-labels">
<div class="label">Ethics</div>
<div class="label">Law</div>
<div class="label">Privacy</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZmed beginner" data-topic="Applications" data-accordion="Design:Details about Design|Implementation:Details about Implementation">
<div class="course-header">Chatbots in medicine</div>
<div class="course-labels">
<div class="label">Design</div>
<div class="label">Implementation</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZmed"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
<div class="course-tile TüKITZlife beginner" data-topic="Applications" data-accordion="Bioinformatics:Details about Bioinformatics|Drug Discovery:Details about Drug Discovery">
<div class="course-header">ML in lifescience</div>
<div class="course-labels">
<div class="label">Bioinformatics</div>
<div class="label">Drug Discovery</div>
</div>
<div class="membership-indicators">
<div class="indicator TüKITZlife"></div>
</div>
<div class="skill-level">
<div class="bar filled"></div>
<div class="bar"></div>
<div class="bar"></div>
</div>
</div>
</div>
<!-- Popup template -->
<div id="popup" class="popup">
<div class="popup-content">
<span class="close" onclick="closePopup()">×</span>
<div id="course-name">Course Name</div>
<p>General description of the course.</p>
<div class="accordion">
<!-- Accordion sections will be dynamically added here -->
</div>
</div>
</div>
<script src="scripts.js"></script>
</body>
</html>