re-numbering lesson groups

babysor · Jun 4, 2021 · d5d1a83 · d5d1a83
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diff --git a/Introduction/1-intro-to-ML/README.md → 1-Introduction/1-intro-to-ML/README.md b/Introduction/1-intro-to-ML/README.md → 1-Introduction/1-intro-to-ML/README.md
diff --git a/Introduction/1-intro-to-ML/assignment.md → 1-Introduction/1-intro-to-ML/assignment.md b/Introduction/1-intro-to-ML/assignment.md → 1-Introduction/1-intro-to-ML/assignment.md
diff --git a/...fication/1-Data/translations/README.es.md → ...n/1-intro-to-ML/translations/README.es.md b/...fication/1-Data/translations/README.es.md → ...n/1-intro-to-ML/translations/README.es.md
diff --git a/Introduction/2-history-of-ML/README.md → 1-Introduction/2-history-of-ML/README.md b/Introduction/2-history-of-ML/README.md → 1-Introduction/2-history-of-ML/README.md
diff --git a/Introduction/2-history-of-ML/assignment.md → 1-Introduction/2-history-of-ML/assignment.md b/Introduction/2-history-of-ML/assignment.md → 1-Introduction/2-history-of-ML/assignment.md
diff --git a/...oduction/2-history-of-ML/images/eliza.png → ...oduction/2-history-of-ML/images/eliza.png b/...oduction/2-history-of-ML/images/eliza.png → ...oduction/2-history-of-ML/images/eliza.png
diff --git a/...duction/2-history-of-ML/images/shakey.jpg → ...duction/2-history-of-ML/images/shakey.jpg b/...duction/2-history-of-ML/images/shakey.jpg → ...duction/2-history-of-ML/images/shakey.jpg
diff --git a/...-Discriminative/translations/README.es.md → ...2-history-of-ML/translations/README.es.md b/...-Discriminative/translations/README.es.md → ...2-history-of-ML/translations/README.es.md
diff --git a/Introduction/3-fairness/README.md → 1-Introduction/3-fairness/README.md b/Introduction/3-fairness/README.md → 1-Introduction/3-fairness/README.md
diff --git a/Introduction/3-fairness/assignment.md → 1-Introduction/3-fairness/assignment.md b/Introduction/3-fairness/assignment.md → 1-Introduction/3-fairness/assignment.md
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diff --git a/...on/3-Generative/translations/README.es.md → ...tion/3-fairness/translations/README.es.md b/...on/3-Generative/translations/README.es.md → ...tion/3-fairness/translations/README.es.md
diff --git a/Introduction/README.md → 1-Introduction/README.md b/Introduction/README.md → 1-Introduction/README.md
diff --git a/Regression/1-Tools/README.md → 2-Regression/1-Tools/README.md b/Regression/1-Tools/README.md → 2-Regression/1-Tools/README.md
diff --git a/Regression/1-Tools/assignment.md → 2-Regression/1-Tools/assignment.md b/Regression/1-Tools/assignment.md → 2-Regression/1-Tools/assignment.md
diff --git a/...ession/1-Tools/images/logistic-linear.png → ...ession/1-Tools/images/logistic-linear.png b/...ession/1-Tools/images/logistic-linear.png → ...ession/1-Tools/images/logistic-linear.png
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diff --git a/...ation/4-Applied/translations/README.es.md → ...ression/1-Tools/translations/README.es.md b/...ation/4-Applied/translations/README.es.md → ...ression/1-Tools/translations/README.es.md
diff --git a/Regression/2-Data/README.md → 2-Regression/2-Data/README.md b/Regression/2-Data/README.md → 2-Regression/2-Data/README.md
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diff --git a/...sion/2-Data/images/data-visualization.png → ...sion/2-Data/images/data-visualization.png b/...sion/2-Data/images/data-visualization.png → ...sion/2-Data/images/data-visualization.png
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diff --git a/Classification/translations/README.es.md → ...gression/2-Data/translations/README.es.md b/Classification/translations/README.es.md → ...gression/2-Data/translations/README.es.md
diff --git a/Regression/3-Linear/README.md → 2-Regression/3-Linear/README.md b/Regression/3-Linear/README.md → 2-Regression/3-Linear/README.md
diff --git a/Regression/3-Linear/assignment.md → 2-Regression/3-Linear/assignment.md b/Regression/3-Linear/assignment.md → 2-Regression/3-Linear/assignment.md
diff --git a/Regression/3-Linear/images/heatmap.png → 2-Regression/3-Linear/images/heatmap.png b/Regression/3-Linear/images/heatmap.png → 2-Regression/3-Linear/images/heatmap.png
diff --git a/...ion/3-Linear/images/linear-polynomial.png → ...ion/3-Linear/images/linear-polynomial.png b/...ion/3-Linear/images/linear-polynomial.png → ...ion/3-Linear/images/linear-polynomial.png
diff --git a/Regression/3-Linear/images/linear.png → 2-Regression/3-Linear/images/linear.png b/Regression/3-Linear/images/linear.png → 2-Regression/3-Linear/images/linear.png
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diff --git a/Regression/3-Linear/notebook.ipynb → 2-Regression/3-Linear/notebook.ipynb b/Regression/3-Linear/notebook.ipynb → 2-Regression/3-Linear/notebook.ipynb
diff --git a/Regression/3-Linear/solution/notebook.ipynb → ...gression/3-Linear/solution/notebook.ipynb b/Regression/3-Linear/solution/notebook.ipynb → ...gression/3-Linear/solution/notebook.ipynb
diff --git a/...ing/1-Visualize/translations/README.es.md → ...ession/3-Linear/translations/README.es.md b/...ing/1-Visualize/translations/README.es.md → ...ession/3-Linear/translations/README.es.md
diff --git a/Regression/4-Logistic/README.md → 2-Regression/4-Logistic/README.md b/Regression/4-Logistic/README.md → 2-Regression/4-Logistic/README.md
diff --git a/Regression/4-Logistic/assignment.md → 2-Regression/4-Logistic/assignment.md b/Regression/4-Logistic/assignment.md → 2-Regression/4-Logistic/assignment.md
diff --git a/Regression/4-Logistic/images/ROC.png → 2-Regression/4-Logistic/images/ROC.png b/Regression/4-Logistic/images/ROC.png → 2-Regression/4-Logistic/images/ROC.png
diff --git a/...on/4-Logistic/images/confusion-matrix.png → ...on/4-Logistic/images/confusion-matrix.png b/...on/4-Logistic/images/confusion-matrix.png → ...on/4-Logistic/images/confusion-matrix.png
diff --git a/Regression/4-Logistic/images/grid.png → 2-Regression/4-Logistic/images/grid.png b/Regression/4-Logistic/images/grid.png → 2-Regression/4-Logistic/images/grid.png
diff --git a/Regression/4-Logistic/images/logistic.png → 2-Regression/4-Logistic/images/logistic.png b/Regression/4-Logistic/images/logistic.png → 2-Regression/4-Logistic/images/logistic.png
diff --git a/...4-Logistic/images/multinomial-ordinal.png → ...4-Logistic/images/multinomial-ordinal.png b/...4-Logistic/images/multinomial-ordinal.png → ...4-Logistic/images/multinomial-ordinal.png
diff --git a/.../4-Logistic/images/pumpkin-classifier.png → .../4-Logistic/images/pumpkin-classifier.png b/.../4-Logistic/images/pumpkin-classifier.png → .../4-Logistic/images/pumpkin-classifier.png
diff --git a/Regression/4-Logistic/images/sigmoid.png → 2-Regression/4-Logistic/images/sigmoid.png b/Regression/4-Logistic/images/sigmoid.png → 2-Regression/4-Logistic/images/sigmoid.png
diff --git a/Regression/4-Logistic/images/swarm.png → 2-Regression/4-Logistic/images/swarm.png b/Regression/4-Logistic/images/swarm.png → 2-Regression/4-Logistic/images/swarm.png
diff --git a/Regression/4-Logistic/images/violin.png → 2-Regression/4-Logistic/images/violin.png b/Regression/4-Logistic/images/violin.png → 2-Regression/4-Logistic/images/violin.png
diff --git a/Regression/4-Logistic/notebook.ipynb → 2-Regression/4-Logistic/notebook.ipynb b/Regression/4-Logistic/notebook.ipynb → 2-Regression/4-Logistic/notebook.ipynb
diff --git a/...ession/4-Logistic/solution/notebook.ipynb → ...ession/4-Logistic/solution/notebook.ipynb b/...ession/4-Logistic/solution/notebook.ipynb → ...ession/4-Logistic/solution/notebook.ipynb
diff --git a/...ering/2-K-Means/translations/README.es.md → ...sion/4-Logistic/translations/README.es.md b/...ering/2-K-Means/translations/README.es.md → ...sion/4-Logistic/translations/README.es.md
diff --git a/Regression/README.md → 2-Regression/README.md b/Regression/README.md → 2-Regression/README.md
diff --git a/Regression/data/US-pumpkins.csv → 2-Regression/data/US-pumpkins.csv b/Regression/data/US-pumpkins.csv → 2-Regression/data/US-pumpkins.csv
diff --git a/Regression/images/jack-o-lanterns.jpg → 2-Regression/images/jack-o-lanterns.jpg b/Regression/images/jack-o-lanterns.jpg → 2-Regression/images/jack-o-lanterns.jpg
diff --git a/Web-App/1-Web-App/README.md → 3-Web-App/1-Web-App/README.md b/Web-App/1-Web-App/README.md → 3-Web-App/1-Web-App/README.md
diff --git a/Web-App/1-Web-App/assignment.md → 3-Web-App/1-Web-App/assignment.md b/Web-App/1-Web-App/assignment.md → 3-Web-App/1-Web-App/assignment.md
diff --git a/Web-App/1-Web-App/data/ufos.csv → 3-Web-App/1-Web-App/data/ufos.csv b/Web-App/1-Web-App/data/ufos.csv → 3-Web-App/1-Web-App/data/ufos.csv
diff --git a/Web-App/1-Web-App/images/lobe.png → 3-Web-App/1-Web-App/images/lobe.png b/Web-App/1-Web-App/images/lobe.png → 3-Web-App/1-Web-App/images/lobe.png
diff --git a/Regression/1-Tools/notebook.ipynb → 3-Web-App/1-Web-App/notebook.ipynb b/Regression/1-Tools/notebook.ipynb → 3-Web-App/1-Web-App/notebook.ipynb
diff --git a/Web-App/1-Web-App/solution/notebook.ipynb → 3-Web-App/1-Web-App/solution/notebook.ipynb b/Web-App/1-Web-App/solution/notebook.ipynb → 3-Web-App/1-Web-App/solution/notebook.ipynb
diff --git a/Web-App/1-Web-App/solution/ufo-model.pkl → 3-Web-App/1-Web-App/solution/ufo-model.pkl b/Web-App/1-Web-App/solution/ufo-model.pkl → 3-Web-App/1-Web-App/solution/ufo-model.pkl
diff --git a/Web-App/1-Web-App/solution/web-app/app.py → 3-Web-App/1-Web-App/solution/web-app/app.py b/Web-App/1-Web-App/solution/web-app/app.py → 3-Web-App/1-Web-App/solution/web-app/app.py
diff --git a/...Web-App/solution/web-app/requirements.txt → ...Web-App/solution/web-app/requirements.txt b/...Web-App/solution/web-app/requirements.txt → ...Web-App/solution/web-app/requirements.txt
diff --git a/...pp/solution/web-app/static/css/styles.css → ...pp/solution/web-app/static/css/styles.css b/...pp/solution/web-app/static/css/styles.css → ...pp/solution/web-app/static/css/styles.css
diff --git a/...App/solution/web-app/templates/index.html → ...App/solution/web-app/templates/index.html b/...App/solution/web-app/templates/index.html → ...App/solution/web-app/templates/index.html
diff --git a/Clustering/translations/README.es.md → ...b-App/1-Web-App/translations/README.es.md b/Clustering/translations/README.es.md → ...b-App/1-Web-App/translations/README.es.md
diff --git a/Web-App/README.md → 3-Web-App/README.md b/Web-App/README.md → 3-Web-App/README.md
@@ -4,7 +4,7 @@ In this section of the curriculum, you will be introduced to an applied ML topic
 
 ## Lessons
 
-1. [Build a Web App](1-Web-App/README.md)
+1. [Build a Web App](3-Web-App/README.md)
 
 ## Credits
 

diff --git a/...n/1-intro-to-ML/translations/README.es.md → 3-Web-App/translations/README.es.md b/...n/1-intro-to-ML/translations/README.es.md → 3-Web-App/translations/README.es.md
diff --git a/Classification/1-Data/README.md → 4-Classification/1-Data/README.md b/Classification/1-Data/README.md → 4-Classification/1-Data/README.md
diff --git a/Classification/1-Data/assignment.md → 4-Classification/1-Data/assignment.md b/Classification/1-Data/assignment.md → 4-Classification/1-Data/assignment.md
diff --git a/Web-App/1-Web-App/notebook.ipynb → 4-Classification/1-Data/notebook.ipynb b/Web-App/1-Web-App/notebook.ipynb → 4-Classification/1-Data/notebook.ipynb
diff --git a/...sification/1-Data/solution/notebook.ipynb → ...sification/1-Data/solution/notebook.ipynb b/...sification/1-Data/solution/notebook.ipynb → ...sification/1-Data/solution/notebook.ipynb
diff --git a/...2-history-of-ML/translations/README.es.md → ...fication/1-Data/translations/README.es.md b/...2-history-of-ML/translations/README.es.md → ...fication/1-Data/translations/README.es.md
diff --git a/Classification/2-Discriminative/README.md → 4-Classification/2-Discriminative/README.md b/Classification/2-Discriminative/README.md → 4-Classification/2-Discriminative/README.md
diff --git a/...sification/2-Discriminative/assignment.md → ...sification/2-Discriminative/assignment.md b/...sification/2-Discriminative/assignment.md → ...sification/2-Discriminative/assignment.md
diff --git a/...tion/3-fairness/translations/README.es.md → ...-Discriminative/translations/README.es.md b/...tion/3-fairness/translations/README.es.md → ...-Discriminative/translations/README.es.md
diff --git a/Classification/3-Generative/README.md → 4-Classification/3-Generative/README.md b/Classification/3-Generative/README.md → 4-Classification/3-Generative/README.md
diff --git a/Classification/3-Generative/assignment.md → 4-Classification/3-Generative/assignment.md b/Classification/3-Generative/assignment.md → 4-Classification/3-Generative/assignment.md
diff --git a/...oduction-to-NLP/translations/README.es.md → ...on/3-Generative/translations/README.es.md b/...oduction-to-NLP/translations/README.es.md → ...on/3-Generative/translations/README.es.md
diff --git a/Classification/4-Applied/README.md → 4-Classification/4-Applied/README.md b/Classification/4-Applied/README.md → 4-Classification/4-Applied/README.md
diff --git a/Classification/4-Applied/assignment.md → 4-Classification/4-Applied/assignment.md b/Classification/4-Applied/assignment.md → 4-Classification/4-Applied/assignment.md
diff --git a/NLP/2-Tasks/translations/README.es.md → ...ation/4-Applied/translations/README.es.md b/NLP/2-Tasks/translations/README.es.md → ...ation/4-Applied/translations/README.es.md
diff --git a/Classification/README.md → 4-Classification/README.md b/Classification/README.md → 4-Classification/README.md
@@ -10,4 +10,6 @@ In this section of the curriculum you will learn about how to classify data usin
 4. [Applied ML: Build a Web App](4-Applied/README.md)
 ## Credits
 
-"Getting Started with Classification" was written with ♥️ by [Cassie Breviu](@cassieview)
+"Getting Started with Classification" was written with ♥️ by [Cassie Breviu](https://www.twitter.com/cassieview) and [Jen Looper](https://www.twitter.com/jenlooper)
+
+The delicious recipes dataset was sourced from [Kaggle](https://www.kaggle.com/hoandan/asian-and-indian-cuisines)
diff --git a/Classification/data/recipes.csv → 4-Classification/data/recipes.csv b/Classification/data/recipes.csv → 4-Classification/data/recipes.csv
diff --git a/...ation-Sentiment/translations/README.es.md → 4-Classification/translations/README.es.md b/...ation-Sentiment/translations/README.es.md → 4-Classification/translations/README.es.md
diff --git a/Clustering/1-Visualize/README.md → 5-Clustering/1-Visualize/README.md b/Clustering/1-Visualize/README.md → 5-Clustering/1-Visualize/README.md
diff --git a/Clustering/1-Visualize/assignment.md → 5-Clustering/1-Visualize/assignment.md b/Clustering/1-Visualize/assignment.md → 5-Clustering/1-Visualize/assignment.md
diff --git a/Clustering/1-Visualize/images/all-genres.png → ...stering/1-Visualize/images/all-genres.png b/Clustering/1-Visualize/images/all-genres.png → ...stering/1-Visualize/images/all-genres.png
diff --git a/...tering/1-Visualize/images/correlation.png → ...tering/1-Visualize/images/correlation.png b/...tering/1-Visualize/images/correlation.png → ...tering/1-Visualize/images/correlation.png
diff --git a/...ering/1-Visualize/images/distribution.png → ...ering/1-Visualize/images/distribution.png b/...ering/1-Visualize/images/distribution.png → ...ering/1-Visualize/images/distribution.png
diff --git a/Clustering/1-Visualize/images/popular.png → 5-Clustering/1-Visualize/images/popular.png b/Clustering/1-Visualize/images/popular.png → 5-Clustering/1-Visualize/images/popular.png
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diff --git a/...ering/1-Visualize/solution/notebook.ipynb → ...ering/1-Visualize/solution/notebook.ipynb b/...ering/1-Visualize/solution/notebook.ipynb → ...ering/1-Visualize/solution/notebook.ipynb
diff --git a/...Hotel-Reviews-1/translations/README.es.md → ...ing/1-Visualize/translations/README.es.md b/...Hotel-Reviews-1/translations/README.es.md → ...ing/1-Visualize/translations/README.es.md
diff --git a/Clustering/2-K-Means/README.md → 5-Clustering/2-K-Means/README.md b/Clustering/2-K-Means/README.md → 5-Clustering/2-K-Means/README.md
diff --git a/Clustering/2-K-Means/assignment.md → 5-Clustering/2-K-Means/assignment.md b/Clustering/2-K-Means/assignment.md → 5-Clustering/2-K-Means/assignment.md
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diff --git a/...Hotel-Reviews-2/translations/README.es.md → ...ering/2-K-Means/translations/README.es.md b/...Hotel-Reviews-2/translations/README.es.md → ...ering/2-K-Means/translations/README.es.md
diff --git a/Clustering/README.md → 5-Clustering/README.md b/Clustering/README.md → 5-Clustering/README.md
diff --git a/Clustering/data/nigerian-songs.csv → 5-Clustering/data/nigerian-songs.csv b/Clustering/data/nigerian-songs.csv → 5-Clustering/data/nigerian-songs.csv
diff --git a/Clustering/images/turntable.jpg → 5-Clustering/images/turntable.jpg b/Clustering/images/turntable.jpg → 5-Clustering/images/turntable.jpg
diff --git a/NLP/translations/README.es.md → 5-Clustering/translations/README.es.md b/NLP/translations/README.es.md → 5-Clustering/translations/README.es.md
diff --git a/NLP/1-Introduction-to-NLP/README.md → 6-NLP/1-Introduction-to-NLP/README.md b/NLP/1-Introduction-to-NLP/README.md → 6-NLP/1-Introduction-to-NLP/README.md
diff --git a/NLP/1-Introduction-to-NLP/assignment.md → 6-NLP/1-Introduction-to-NLP/assignment.md b/NLP/1-Introduction-to-NLP/assignment.md → 6-NLP/1-Introduction-to-NLP/assignment.md
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diff --git a/Real-World/1-Applications/README.md → 9-Real-World/1-Applications/README.md b/Real-World/1-Applications/README.md → 9-Real-World/1-Applications/README.md
@@ -11,7 +11,7 @@ One of the major consumers of classical machine learning models is the finance i
 
 ### Credit card fraud detection
 
-We learned about [k-means clustering](Clustering/2-K-Means/README.md) earlier in the course, but how can it be used to solve problems related to credit card fraud?
+We learned about [k-means clustering](5-Clustering/2-K-Means/README.md) earlier in the course, but how can it be used to solve problems related to credit card fraud?
 
 K-means clustering comes in handy during a credit card fraud detection technique called **outlier detection**. Outliers, or deviations in observations about a set of data, can tell us if a credit card is being used in a normal capacity or if something unusual is going on. As shown in the paper below, you can sort credit card data using a k-means clustering algorithm and assign each transaction to a cluster based on how much of an outlier it appears to be. Then, you can evaluate for riskiest cluster for fraudulent versus legitimate transactions.
 
@@ -20,7 +20,7 @@ https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.680.1195&rep=rep1&type
 
 In wealth management, an individual or firm handles investments on behalf of their clients. Their job is to sustain and grow wealth in the long-term, so it is essential to choose investments that perform well.
 
-One way to evaluate how a particular investment performs is through statistical regression. [Linear regression](Regression/1-Tools/README.md) is a valuable tool for understanding how a fund performs relative to some benchmark. We can also deduce whether or not the results of the regression are statistically significant, or how much they would affect a client's investments. You could even further expand your analysis using multiple regression, where additional risk factors can be taken into account. For an example of how this would work for a specific fund, check out the paper below on evaluating fund performance using regression. 
+One way to evaluate how a particular investment performs is through statistical regression. [Linear regression](2-Regression/1-Tools/README.md) is a valuable tool for understanding how a fund performs relative to some benchmark. We can also deduce whether or not the results of the regression are statistically significant, or how much they would affect a client's investments. You could even further expand your analysis using multiple regression, where additional risk factors can be taken into account. For an example of how this would work for a specific fund, check out the paper below on evaluating fund performance using regression. 
 
 http://www.brightwoodventures.com/evaluating-fund-performance-using-regression/
 

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