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<div style="overflow-x:auto;"> | ||
<table> | ||
<colgroup> | ||
<col style="width: 50%;"> | ||
<col style="width: 50%;"> | ||
</colgroup> | ||
<thead> | ||
<tr> | ||
<th>Materials</th> | ||
<th>Exercises</th> | ||
</tr> | ||
</thead> | ||
<tbody> | ||
{% assign sorted_lectures = include.lectures | sort:'index' %} | ||
{% for lecture in sorted_lectures %} | ||
<!-- Extract the attributes of the lecture --> | ||
{% assign title = lecture.title %} | ||
{% assign date = lecture.date %} | ||
{% assign materials = lecture.materials %} | ||
{% assign assignment = lecture.assignment %} | ||
<tr> | ||
<!-- Materials --> | ||
<td> | ||
<b>{{ title }}</b> | ||
<ul> | ||
{% for material in materials %} | ||
<li> | ||
{{ material.topic }} | ||
{% include files_list.html files=material.files %} | ||
</li> | ||
{% endfor %} | ||
</ul> | ||
</td> | ||
<!-- Exercises --> | ||
<td> | ||
{% if assignment.size > 0 %} | ||
<b>{{ assignment.text }}</b> | ||
{% include files_list.html files=assignment.files %} | ||
{% endif %} | ||
</td> | ||
</tr> | ||
{% endfor %} | ||
</tbody> | ||
</table> |
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--- | ||
title: "Introduction and Tabular Data" | ||
index: 1 | ||
date: 2023-11-01 | ||
materials: | ||
- topic: "Motivation" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/1_tabular/1a_motivation.ipynb | ||
- topic: "Numpy" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/1_tabular/1b_numpy.ipynb | ||
- topic: "Pandas" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/1_tabular/1c_pandas.ipynb | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2023-11-15 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Time Series Data – Time Domain" | ||
index: 2 | ||
date: 2023-11-15 | ||
materials: | ||
- topic: "Motivation" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/2_timeseries_timedomain/2a_motivation.ipynb | ||
- topic: "Matplotlib" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/2_timeseries_timedomain/2b_matplotlib.ipynb | ||
- topic: "Handling Time" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/2_timeseries_timedomain/2c_handling_time.ipynb | ||
- topic: "Data Sampling" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/2_timeseries_timedomain/2d_data_sampling.ipynb | ||
- topic: "Data Windowing" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/2_timeseries_timedomain/2e_data_windowing.ipynb | ||
- topic: "Time-Domain Features" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/2_timeseries_timedomain/2f_timedomain_features.ipynb | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2023-11-22 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Time Series Data – Frequency Domain" | ||
index: 3 | ||
date: 2023-11-22 | ||
materials: | ||
- topic: "Motivation" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/3_timeseries_frequencydomain/3a_motivation.ipynb | ||
- topic: "Trigonometry" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/3_timeseries_frequencydomain/3b_trigonometry.ipynb | ||
- topic: "Fast Fourier Transform" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/3_timeseries_frequencydomain/3c_fast_fourier_transform.ipynb | ||
- topic: "Spectrograms" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/3_timeseries_frequencydomain/3d_spectrograms.ipynb | ||
- topic: "Frequency-Domain Features" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/3_timeseries_frequencydomain/3e_spectrograms.ipynb | ||
- topic: "Signal Noise" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/3_timeseries_frequencydomain/3f_signal_noise.ipynb | ||
- topic: "Digital Filters" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/3_timeseries_frequencydomain/3g_digital_filters.ipynb | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2023-12-06 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Image Data" | ||
index: 4 | ||
date: 2023-12-06 | ||
materials: | ||
- topic: "Motivation" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/4_images/4a_motivation.ipynb | ||
- topic: "Colors" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/4_images/4b_colors.ipynb | ||
- topic: "Shapes" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/4_images/4c_shapes.ipynb | ||
- topic: "Image Manipulation" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/4_images/4d_image_manipulation.ipynb | ||
- topic: "Image Kernels" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/4_images/4e_image_kernels.ipynb | ||
- topic: "Thresholding" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/4_images/4f_thresholding.ipynb | ||
- topic: "Outlines" | ||
files: | ||
- type: "colab" | ||
url: https://colab.research.google.com/github/C4M-UofT/C4M-UofT.github.io/blob/master/lectures/fall/4_images/4g_outlines.ipynb | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2024-01-17 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Deep Learning – Convolutional Neural Networks" | ||
index: 10 | ||
date: 2024-03-27 | ||
materials: | ||
- topic: "Materials in progress" | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2024-04-10 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Review of Digital Signal Processing" | ||
index: 5 | ||
date: 2024-01-17 | ||
materials: | ||
- topic: "Materials in progress" | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2024-01-31 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Machine Learning Terminology and Workflow" | ||
index: 6 | ||
date: 2024-01-31 | ||
materials: | ||
- topic: "Materials in progress" | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2024-02-14 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Machine Learning – Classification" | ||
index: 7 | ||
date: 2024-02-14 | ||
materials: | ||
- topic: "Materials in progress" | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2024-02-21 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Machine Learning – Regression" | ||
index: 8 | ||
date: 2024-02-21 | ||
materials: | ||
- topic: "Materials in progress" | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2024-03-06 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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--- | ||
title: "Deep Learning – Fully Connected Networks" | ||
index: 9 | ||
date: 2024-03-06 | ||
materials: | ||
- topic: "Materials in progress" | ||
assignment: | ||
text: "Materials in progress" | ||
due_date: 2024-03-27 12:00 PM | ||
submission_link: TBD | ||
files: | ||
- type: "colab" | ||
url: TBD | ||
--- |
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