Upload 3 files

.gitattributes

@@ -39,3 +39,4 @@ charts/part5_gb_importance.png filter=lfs diff=lfs merge=lfs -text
 charts/q2_order_volume.png filter=lfs diff=lfs merge=lfs -text
 charts/q4_discount_profit.png filter=lfs diff=lfs merge=lfs -text
 q3_world_map.png filter=lfs diff=lfs merge=lfs -text
+dataco-supply-chain-model.mp4 filter=lfs diff=lfs merge=lfs -text

README.md

@@ -9,7 +9,9 @@
 
 ## 🎥 Presentation
 
-*(video link coming soon)*
+<video controls width="720">
+  <source src="https://huggingface.co/idoyaaran/dataco-supply-chain-model/resolve/main/dataco-supply-chain-model.mp4" type="video/mp4">
+</video>
 
 ---
 
@@ -77,7 +79,7 @@ Upload notebook + models + dataset + README to HuggingFace
 
 | File | Description |
 |------|-------------|
-| `Assignment_2.ipynb` | Full notebook with all parts and outputs |
+| `DataCo_assignment_2(final edition).ipynb` | Full notebook with all parts and outputs |
 | `regression_model.pkl` | Winning regression model (Random Forest) |
 | `classification_model.pkl` | Winning classification model (Logistic Regression) |
 | `DataCoSupplyChainDataset.csv` | Full dataset, load directly in the notebook |
@@ -352,4 +354,18 @@ scipy>=1.7
 
 ---
 
+## ✅ Submission Checklist
+
+Submit to Moodle only one link: the link to this HuggingFace Model Repository.
+
+| Item | Status |
+|------|--------|
+| `README.md` | ✅ |
+| Python Notebook (`.ipynb`) | ✅ |
+| Regression model (`regression_model.pkl`) | ✅ |
+| Classification model (`classification_model.pkl`) | ✅ |
+| Video Presentation (`dataco-supply-chain-model.mp4`) | ✅ |
+
+---
+
 *Assignment 2, Intro to Data Science, May 2026*

dataco-supply-chain-model.mp4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c1c4085fd8e31a48dac76d60fc46e00cc0fa7e734212b02cab1e52a72e0315d
+size 19600737