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Merged
DollarStoreThor merged 2 commits into from
Jan 8, 2026
Merged

Dev #178

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gperdrizet Jan 6, 2026
67b27c6
Lesson 23
DollarStoreThor Jan 8, 2026
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8 changes: 8 additions & 0 deletions data/datasets.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -127,3 +127,11 @@ units:
file: "housing.csv"
- name: "Market basket data for association rules"
file: "market_basket.csv"

- number: "23"
title: "Recommendation Systems: Board games"
assignment: "Lesson 23 activity (A)"
datasets:
- name: "Board Game User Ratings"
file: "user_ratings_sampled.csv"

3 changes: 3 additions & 0 deletions data/unit3/user_ratings_sampled.csv
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20 changes: 14 additions & 6 deletions notebooks/notebooks.yml
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Expand Up @@ -119,7 +119,7 @@ units:
title: "Probability distributions"
topics: "Discrete and continuous distributions, central limit theorem"
notebooks:
- name: "In class demo"
- name: "In-class demo"
file: "Lesson_13_demo.ipynb"
- name: "Activity"
file: "Lesson_13_activity.ipynb"
Expand All @@ -130,7 +130,7 @@ units:
title: "Advanced statistics"
topics: "Confidence intervals, hypothesis testing"
notebooks:
- name: "In class demo"
- name: "In-class demo"
file: "Lesson_14_demo.ipynb"
- name: "Activity"
file: "Lesson_14_activity.ipynb"
Expand All @@ -141,7 +141,7 @@ units:
title: "Data Wrangling"
topics: "Manipulating and cleaning data"
notebooks:
- name: "In class demo"
- name: "In-class demo"
file: "Lesson_15_demo.ipynb"
- name: "Activity"
file: "Lesson_15_activity.ipynb"
Expand All @@ -152,7 +152,7 @@ units:
title: "Feature Engineering"
topics: "Creating and transforming features"
notebooks:
- name: "In class demo"
- name: "In-class demo"
file: "Lesson_16_demo.ipynb"
- name: "Activity"
file: "Lesson_16_activity.ipynb"
Expand Down Expand Up @@ -207,9 +207,17 @@ units:
title: "Unsupervised learning"
topics: "Clustering, dimensionality reduction"
notebooks:
- name: "Demo"
- name: "In-class demo"
file: "Lesson_22_demo.ipynb"
- name: "Activity"
file: "Lesson_22_activity.ipynb"
- name: "Activity solution"
file: "Lesson_22_activity_solution.ipynb"
file: "Lesson_22_activity_solution.ipynb"

- number: "23"
title: "Recommendation Systems"
topics: "Collaborative, Content, and Hybrid Filtering. "
notebooks:
- name: "Andrew's Partial Activity"
file: "Lesson_23_activity.ipynb"

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