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ThomasMZheng merged 6 commits into from
Oct 28, 2026
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Update instructor info, Colab links, feedback QR code, and slide PDFs #4

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NajiaB Oct 21, 2026
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NajiaB Oct 21, 2026
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NajiaB Oct 26, 2026
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20 changes: 8 additions & 12 deletions README.md
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Expand Up @@ -5,7 +5,7 @@ This repository contains the full materials for the MiCM Workshop: Introduction

## Workshop Overview
**Audience:** Researchers, trainees, students interested in supervised learning.
**Duration:** ~4 hours + breaks.
**Duration:** ~2 hours.
**Focus:** Regression, classification, regularization, nonlinearity, and MLPs for medical tabular data.
**Tools:** Python, pandas, scikit-learn, and matplotlib.

Expand All @@ -19,13 +19,13 @@ You don't have to install everything for today's workshop.

| Notebook | Colab Link |
|----------|------------|
| 00 Intro | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/00_intro_and_data_exploration.ipynb) |
| 01 Regression | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/01_linear_regression_medical.ipynb) |
| 02 Regularization | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/02_regularization_high_dim_medical.ipynb) |
| 03 Nonlinearity| [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/03_feature_engineering_and_nonlinearity.ipynb) |
| 04 MLP | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/04_mlp_for_tabular_medical.ipynb) |
| 05 Hyperparameters | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/05_training_mechanics_and_eval.ipynb) |
| 06 Hackathon | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/06_hackathon_template.ipynb) |
| 00 Intro | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/00_intro_and_data_exploration.ipynb) |
| 01 Regression | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/01_linear_regression_medical.ipynb) |
| 02 Regularization | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/02_regularization_high_dim_medical.ipynb) |
| 03 Nonlinearity| [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/03_feature_engineering_and_nonlinearity.ipynb) |
| 04 MLP | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/04_mlp_for_tabular_medical.ipynb) |
| 05 Hyperparameters | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/05_training_mechanics_and_eval.ipynb) |
| 06 Hackathon | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/06_hackathon_template.ipynb) |

## Repository Structure
```
Expand Down Expand Up @@ -66,10 +66,6 @@ QLS-MiCM_Introduction_to_supervised_machine_learning-main/
└── 06_hackathon_template.ipynb
```

## Collab notebooks

Will make this week.

## Installation and Setup
### 1. Clone or Download
```bash
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3 changes: 2 additions & 1 deletion Slides/markdown/00_intro.md
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Expand Up @@ -8,7 +8,8 @@ paginate: true

### QLS–MiCM Workshop

**Instructor:** James Randolph
**Instructor:** Najia Bouaddouch
**Facilitator:** Seyla Wickramasinghe
**Section:** Introduction

---
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