# Orange

## Orange

## Analysis of Covid-19 Epidemics: Part 1

[Analysis of Covid-19 Epidemics: Part 1](https://orange.biolab.si/blog/2020/2020-04-02-covid-19-basic/)

## Orange Data Mining

* Orange Visual Programming

<http://orange-visual-programming.readthedocs.io/index.html>

* Orange YouTube

<https://www.youtube.com/channel/UClKKWBe2SCAEyv7ZNGhIe4g>

* Classification in Orange

<https://www.youtube.com/watch?v=G3W2Jc7Wtfw>

* Decision Tree using Orange Data Mining

<https://www.youtube.com/watch?v=jzU917LzpUY>

* **command line**

orange-canvas

Orange3 Text PubMed

* Text Mining

<https://blog.biolab.si/2017/08/04/text-analysis-new-features/>

<https://github.com/biolab/orange3-text>

* Data Preparation for Machine Learning

<http://blog.biolab.si/2017/01/13/data-preparation-for-machine-learning/>

* Tips and Tricks for Data Preparation

<http://blog.biolab.si/2016/01/29/tips-and-tricks-for-data-preparation/>

* 10 Tips and Tricks for Using Orange

<http://blog.biolab.si/2016/10/17/tips-for-using-orange/>

* Getting Started with Orange 01: Welcome to Orange

<https://www.youtube.com/watch?v=HXjnDIgGDuI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=1>

* Getting Started with Orange 02: Data Workflows

<https://www.youtube.com/watch?v=lb-x36xqJ-E&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=2>

* Getting Started with Orange 03: Widgets and Channels

<https://www.youtube.com/watch?v=2xS6QjnG714&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=3>

* Getting Started with Orange 04: Loading Your Data

<https://www.youtube.com/watch?v=MHcGdQeYCMg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=4>

* Explorative data analysis with Hierarchical Clustering

<http://blog.biolab.si/2015/07/20/explorative-data-analysis-with-hierarchical-clustering/>

* Hierarchical Clustering: A Simple Explanation

<http://blog.biolab.si/2015/12/02/hierarchical-clustering-a-simple-explanation/>

* Interactive k-Means

<http://blog.biolab.si/2016/08/12/interactive-k-means/>

* All I See is Silhouette

<http://blog.biolab.si/2016/03/23/all-i-see-is-silhouette/>

* Getting Started With Orange 05: Hierarchical Clustering

<https://www.youtube.com/watch?v=dJ5z2SRwzgs&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=5&t=151s>

* Getting Started with Orange 11: k-Means

<https://www.youtube.com/watch?v=vgmL808eSw4&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=11&t=11s>

* Getting Started with Orange 12: k-Means Explained

<https://www.youtube.com/watch?v=I0e0Qyev8Ac&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=12>

* Getting Started with Orange 13: Silhouette

<https://www.youtube.com/watch?v=5TPldC_dC0s&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=13&t=13s>

* Making Predictions

<http://blog.biolab.si/2016/01/22/predictive-analytics-with-orange/>

* Visualizing Misclassifications

<http://blog.biolab.si/2015/07/24/visualizing-misclassifications/>

* Overfitting and Regularization

<http://blog.biolab.si/2016/03/12/overfitting-and-regularization/>

* Getting Started with Orange 06: Making Predictions

<https://www.youtube.com/watch?v=D6zd7m2aYqU&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=6>

* Getting Started with Orange 07: Model Evaluation and Scoring

<https://www.youtube.com/watch?v=pYXOF0jziGM&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=7>

* Getting Started with Orange 14: Image Analytics - Clustering

<https://www.youtube.com/watch?v=Iu8g2Twjn9U>

* Image Analytics: Clustering

<https://blog.biolab.si/2017/04/03/image-analytics-clustering/>

* Outliers in Traffic Signs

<https://blog.biolab.si/2017/04/25/outliers-in-traffic-signs/>

* Viewing Images

<https://blog.biolab.si/2014/04/29/viewing-images/>

* Getting Started with Orange 15: Image Analytics - Classification

<https://www.youtube.com/watch?v=lvgx62a8XQk&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=15>

* Getting Started with Orange 08: Add-ons

<https://www.youtube.com/watch?v=OANsA6fMJKg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=8>

* Getting Started With Orange 09: Principal Component Analysis

<https://www.youtube.com/watch?v=OmaAC8a52YI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=9>

* Getting Started With Orange 10: Feature Scoring and Ranking

<https://www.youtube.com/watch?v=bp0VtVS3LN4&index=10&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 16: Text Preprocessing

<https://www.youtube.com/watch?v=V70UwJZWkZ8&index=16&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 17: Text Clustering

<https://www.youtube.com/watch?v=rH_vQxQL6oM&index=17&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 18: Text Classification

<https://www.youtube.com/watch?v=zO_zwKZCULo&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=18>

* Getting Started with Orange 19: How to Import Text Documents

<https://www.youtube.com/watch?v=faIqvWxFGRc&index=19&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 20: Multivariate Projection - Freeviz

<https://www.youtube.com/watch?v=BqXPCjeH4TA&feature=youtu.be>

## Orange Data Mining

* Orange Visual Programming

<http://orange-visual-programming.readthedocs.io/index.html>

* Orange YouTube

<https://www.youtube.com/channel/UClKKWBe2SCAEyv7ZNGhIe4g>

* Classification in Orange

<https://www.youtube.com/watch?v=G3W2Jc7Wtfw>

* Decision Tree using Orange Data Mining

<https://www.youtube.com/watch?v=jzU917LzpUY>

* **command line**

orange-canvas

Orange3 Text PubMed

* Text Mining

<https://blog.biolab.si/2017/08/04/text-analysis-new-features/>

<https://github.com/biolab/orange3-text>

* Data Preparation for Machine Learning

<http://blog.biolab.si/2017/01/13/data-preparation-for-machine-learning/>

* Tips and Tricks for Data Preparation

<http://blog.biolab.si/2016/01/29/tips-and-tricks-for-data-preparation/>

* 10 Tips and Tricks for Using Orange

<http://blog.biolab.si/2016/10/17/tips-for-using-orange/>

* Getting Started with Orange 01: Welcome to Orange

<https://www.youtube.com/watch?v=HXjnDIgGDuI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=1>

* Getting Started with Orange 02: Data Workflows

<https://www.youtube.com/watch?v=lb-x36xqJ-E&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=2>

* Getting Started with Orange 03: Widgets and Channels

<https://www.youtube.com/watch?v=2xS6QjnG714&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=3>

* Getting Started with Orange 04: Loading Your Data

<https://www.youtube.com/watch?v=MHcGdQeYCMg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=4>

* Explorative data analysis with Hierarchical Clustering

<http://blog.biolab.si/2015/07/20/explorative-data-analysis-with-hierarchical-clustering/>

* Hierarchical Clustering: A Simple Explanation

<http://blog.biolab.si/2015/12/02/hierarchical-clustering-a-simple-explanation/>

* Interactive k-Means

<http://blog.biolab.si/2016/08/12/interactive-k-means/>

* All I See is Silhouette

<http://blog.biolab.si/2016/03/23/all-i-see-is-silhouette/>

* Getting Started With Orange 05: Hierarchical Clustering

<https://www.youtube.com/watch?v=dJ5z2SRwzgs&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=5&t=151s>

* Getting Started with Orange 11: k-Means

<https://www.youtube.com/watch?v=vgmL808eSw4&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=11&t=11s>

* Getting Started with Orange 12: k-Means Explained

<https://www.youtube.com/watch?v=I0e0Qyev8Ac&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=12>

* Getting Started with Orange 13: Silhouette

<https://www.youtube.com/watch?v=5TPldC_dC0s&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=13&t=13s>

* Making Predictions

<http://blog.biolab.si/2016/01/22/predictive-analytics-with-orange/>

* Visualizing Misclassifications

<http://blog.biolab.si/2015/07/24/visualizing-misclassifications/>

* Overfitting and Regularization

<http://blog.biolab.si/2016/03/12/overfitting-and-regularization/>

* Getting Started with Orange 06: Making Predictions

<https://www.youtube.com/watch?v=D6zd7m2aYqU&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=6>

* Getting Started with Orange 07: Model Evaluation and Scoring

<https://www.youtube.com/watch?v=pYXOF0jziGM&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=7>

* Getting Started with Orange 14: Image Analytics - Clustering

<https://www.youtube.com/watch?v=Iu8g2Twjn9U>

* Image Analytics: Clustering

<https://blog.biolab.si/2017/04/03/image-analytics-clustering/>

* Outliers in Traffic Signs

<https://blog.biolab.si/2017/04/25/outliers-in-traffic-signs/>

* Viewing Images

<https://blog.biolab.si/2014/04/29/viewing-images/>

* Getting Started with Orange 15: Image Analytics - Classification

<https://www.youtube.com/watch?v=lvgx62a8XQk&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=15>

* Getting Started with Orange 08: Add-ons

<https://www.youtube.com/watch?v=OANsA6fMJKg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=8>

* Getting Started With Orange 09: Principal Component Analysis

<https://www.youtube.com/watch?v=OmaAC8a52YI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=9>

* Getting Started With Orange 10: Feature Scoring and Ranking

<https://www.youtube.com/watch?v=bp0VtVS3LN4&index=10&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 16: Text Preprocessing

<https://www.youtube.com/watch?v=V70UwJZWkZ8&index=16&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 17: Text Clustering

<https://www.youtube.com/watch?v=rH_vQxQL6oM&index=17&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 18: Text Classification

<https://www.youtube.com/watch?v=zO_zwKZCULo&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=18>

* Getting Started with Orange 19: How to Import Text Documents

<https://www.youtube.com/watch?v=faIqvWxFGRc&index=19&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 20: Multivariate Projection - Freeviz

<https://www.youtube.com/watch?v=BqXPCjeH4TA&feature=youtu.be>

## Orange Data Mining

* Orange Visual Programming

<http://orange-visual-programming.readthedocs.io/index.html>

* Orange YouTube

<https://www.youtube.com/channel/UClKKWBe2SCAEyv7ZNGhIe4g>

* Classification in Orange

<https://www.youtube.com/watch?v=G3W2Jc7Wtfw>

* Decision Tree using Orange Data Mining

<https://www.youtube.com/watch?v=jzU917LzpUY>

* **command line**

orange-canvas

Orange3 Text PubMed

* Text Mining

<https://blog.biolab.si/2017/08/04/text-analysis-new-features/>

<https://github.com/biolab/orange3-text>

* Data Preparation for Machine Learning

<http://blog.biolab.si/2017/01/13/data-preparation-for-machine-learning/>

* Tips and Tricks for Data Preparation

<http://blog.biolab.si/2016/01/29/tips-and-tricks-for-data-preparation/>

* 10 Tips and Tricks for Using Orange

<http://blog.biolab.si/2016/10/17/tips-for-using-orange/>

* Getting Started with Orange 01: Welcome to Orange

<https://www.youtube.com/watch?v=HXjnDIgGDuI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=1>

* Getting Started with Orange 02: Data Workflows

<https://www.youtube.com/watch?v=lb-x36xqJ-E&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=2>

* Getting Started with Orange 03: Widgets and Channels

<https://www.youtube.com/watch?v=2xS6QjnG714&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=3>

* Getting Started with Orange 04: Loading Your Data

<https://www.youtube.com/watch?v=MHcGdQeYCMg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=4>

* Explorative data analysis with Hierarchical Clustering

<http://blog.biolab.si/2015/07/20/explorative-data-analysis-with-hierarchical-clustering/>

* Hierarchical Clustering: A Simple Explanation

<http://blog.biolab.si/2015/12/02/hierarchical-clustering-a-simple-explanation/>

* Interactive k-Means

<http://blog.biolab.si/2016/08/12/interactive-k-means/>

* All I See is Silhouette

<http://blog.biolab.si/2016/03/23/all-i-see-is-silhouette/>

* Getting Started With Orange 05: Hierarchical Clustering

<https://www.youtube.com/watch?v=dJ5z2SRwzgs&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=5&t=151s>

* Getting Started with Orange 11: k-Means

<https://www.youtube.com/watch?v=vgmL808eSw4&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=11&t=11s>

* Getting Started with Orange 12: k-Means Explained

<https://www.youtube.com/watch?v=I0e0Qyev8Ac&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=12>

* Getting Started with Orange 13: Silhouette

<https://www.youtube.com/watch?v=5TPldC_dC0s&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=13&t=13s>

* Making Predictions

<http://blog.biolab.si/2016/01/22/predictive-analytics-with-orange/>

* Visualizing Misclassifications

<http://blog.biolab.si/2015/07/24/visualizing-misclassifications/>

* Overfitting and Regularization

<http://blog.biolab.si/2016/03/12/overfitting-and-regularization/>

* Getting Started with Orange 06: Making Predictions

<https://www.youtube.com/watch?v=D6zd7m2aYqU&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=6>

* Getting Started with Orange 07: Model Evaluation and Scoring

<https://www.youtube.com/watch?v=pYXOF0jziGM&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=7>

* Getting Started with Orange 14: Image Analytics - Clustering

<https://www.youtube.com/watch?v=Iu8g2Twjn9U>

* Image Analytics: Clustering

<https://blog.biolab.si/2017/04/03/image-analytics-clustering/>

* Outliers in Traffic Signs

<https://blog.biolab.si/2017/04/25/outliers-in-traffic-signs/>

* Viewing Images

<https://blog.biolab.si/2014/04/29/viewing-images/>

* Getting Started with Orange 15: Image Analytics - Classification

<https://www.youtube.com/watch?v=lvgx62a8XQk&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=15>

* Getting Started with Orange 08: Add-ons

<https://www.youtube.com/watch?v=OANsA6fMJKg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=8>

* Getting Started With Orange 09: Principal Component Analysis

<https://www.youtube.com/watch?v=OmaAC8a52YI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=9>

* Getting Started With Orange 10: Feature Scoring and Ranking

<https://www.youtube.com/watch?v=bp0VtVS3LN4&index=10&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 16: Text Preprocessing

<https://www.youtube.com/watch?v=V70UwJZWkZ8&index=16&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 17: Text Clustering

<https://www.youtube.com/watch?v=rH_vQxQL6oM&index=17&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 18: Text Classification

<https://www.youtube.com/watch?v=zO_zwKZCULo&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=18>

* Getting Started with Orange 19: How to Import Text Documents

<https://www.youtube.com/watch?v=faIqvWxFGRc&index=19&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 20: Multivariate Projection - Freeviz

<https://www.youtube.com/watch?v=BqXPCjeH4TA&feature=youtu.be>

## Orange Data Mining

* Orange Visual Programming

<http://orange-visual-programming.readthedocs.io/index.html>

* Orange YouTube

<https://www.youtube.com/channel/UClKKWBe2SCAEyv7ZNGhIe4g>

* Classification in Orange

<https://www.youtube.com/watch?v=G3W2Jc7Wtfw>

* Decision Tree using Orange Data Mining

<https://www.youtube.com/watch?v=jzU917LzpUY>

* **command line**

orange-canvas

Orange3 Text PubMed

* Text Mining

<https://blog.biolab.si/2017/08/04/text-analysis-new-features/>

<https://github.com/biolab/orange3-text>

* Data Preparation for Machine Learning

<http://blog.biolab.si/2017/01/13/data-preparation-for-machine-learning/>

* Tips and Tricks for Data Preparation

<http://blog.biolab.si/2016/01/29/tips-and-tricks-for-data-preparation/>

* 10 Tips and Tricks for Using Orange

<http://blog.biolab.si/2016/10/17/tips-for-using-orange/>

* Getting Started with Orange 01: Welcome to Orange

<https://www.youtube.com/watch?v=HXjnDIgGDuI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=1>

* Getting Started with Orange 02: Data Workflows

<https://www.youtube.com/watch?v=lb-x36xqJ-E&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=2>

* Getting Started with Orange 03: Widgets and Channels

<https://www.youtube.com/watch?v=2xS6QjnG714&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=3>

* Getting Started with Orange 04: Loading Your Data

<https://www.youtube.com/watch?v=MHcGdQeYCMg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=4>

* Explorative data analysis with Hierarchical Clustering

<http://blog.biolab.si/2015/07/20/explorative-data-analysis-with-hierarchical-clustering/>

* Hierarchical Clustering: A Simple Explanation

<http://blog.biolab.si/2015/12/02/hierarchical-clustering-a-simple-explanation/>

* Interactive k-Means

<http://blog.biolab.si/2016/08/12/interactive-k-means/>

* All I See is Silhouette

<http://blog.biolab.si/2016/03/23/all-i-see-is-silhouette/>

* Getting Started With Orange 05: Hierarchical Clustering

<https://www.youtube.com/watch?v=dJ5z2SRwzgs&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=5&t=151s>

* Getting Started with Orange 11: k-Means

<https://www.youtube.com/watch?v=vgmL808eSw4&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=11&t=11s>

* Getting Started with Orange 12: k-Means Explained

<https://www.youtube.com/watch?v=I0e0Qyev8Ac&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=12>

* Getting Started with Orange 13: Silhouette

<https://www.youtube.com/watch?v=5TPldC_dC0s&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=13&t=13s>

* Making Predictions

<http://blog.biolab.si/2016/01/22/predictive-analytics-with-orange/>

* Visualizing Misclassifications

<http://blog.biolab.si/2015/07/24/visualizing-misclassifications/>

* Overfitting and Regularization

<http://blog.biolab.si/2016/03/12/overfitting-and-regularization/>

* Getting Started with Orange 06: Making Predictions

<https://www.youtube.com/watch?v=D6zd7m2aYqU&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=6>

* Getting Started with Orange 07: Model Evaluation and Scoring

<https://www.youtube.com/watch?v=pYXOF0jziGM&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=7>

* Getting Started with Orange 14: Image Analytics - Clustering

<https://www.youtube.com/watch?v=Iu8g2Twjn9U>

* Image Analytics: Clustering

<https://blog.biolab.si/2017/04/03/image-analytics-clustering/>

* Outliers in Traffic Signs

<https://blog.biolab.si/2017/04/25/outliers-in-traffic-signs/>

* Viewing Images

<https://blog.biolab.si/2014/04/29/viewing-images/>

* Getting Started with Orange 15: Image Analytics - Classification

<https://www.youtube.com/watch?v=lvgx62a8XQk&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=15>

* Getting Started with Orange 08: Add-ons

<https://www.youtube.com/watch?v=OANsA6fMJKg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=8>

* Getting Started With Orange 09: Principal Component Analysis

<https://www.youtube.com/watch?v=OmaAC8a52YI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=9>

* Getting Started With Orange 10: Feature Scoring and Ranking

<https://www.youtube.com/watch?v=bp0VtVS3LN4&index=10&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 16: Text Preprocessing

<https://www.youtube.com/watch?v=V70UwJZWkZ8&index=16&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 17: Text Clustering

<https://www.youtube.com/watch?v=rH_vQxQL6oM&index=17&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 18: Text Classification

<https://www.youtube.com/watch?v=zO_zwKZCULo&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=18>

* Getting Started with Orange 19: How to Import Text Documents

<https://www.youtube.com/watch?v=faIqvWxFGRc&index=19&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 20: Multivariate Projection - Freeviz

<https://www.youtube.com/watch?v=BqXPCjeH4TA&feature=youtu.be>

## Orange

* Orange Visual Programming

<http://orange-visual-programming.readthedocs.io/index.html>

* Orange YouTube

<https://www.youtube.com/channel/UClKKWBe2SCAEyv7ZNGhIe4g>

* Classification in Orange

<https://www.youtube.com/watch?v=G3W2Jc7Wtfw>

* Decision Tree using Orange Data Mining

<https://www.youtube.com/watch?v=jzU917LzpUY>

* **command line**

orange-canvas

Orange3 Text PubMed

* Text Mining

<https://blog.biolab.si/2017/08/04/text-analysis-new-features/>

<https://github.com/biolab/orange3-text>

* Data Preparation for Machine Learning

<http://blog.biolab.si/2017/01/13/data-preparation-for-machine-learning/>

* Tips and Tricks for Data Preparation

<http://blog.biolab.si/2016/01/29/tips-and-tricks-for-data-preparation/>

* 10 Tips and Tricks for Using Orange

<http://blog.biolab.si/2016/10/17/tips-for-using-orange/>

* Getting Started with Orange 01: Welcome to Orange

<https://www.youtube.com/watch?v=HXjnDIgGDuI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=1>

* Getting Started with Orange 02: Data Workflows

<https://www.youtube.com/watch?v=lb-x36xqJ-E&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=2>

* Getting Started with Orange 03: Widgets and Channels

<https://www.youtube.com/watch?v=2xS6QjnG714&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=3>

* Getting Started with Orange 04: Loading Your Data

<https://www.youtube.com/watch?v=MHcGdQeYCMg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=4>

* Explorative data analysis with Hierarchical Clustering

<http://blog.biolab.si/2015/07/20/explorative-data-analysis-with-hierarchical-clustering/>

* Hierarchical Clustering: A Simple Explanation

<http://blog.biolab.si/2015/12/02/hierarchical-clustering-a-simple-explanation/>

* Interactive k-Means

<http://blog.biolab.si/2016/08/12/interactive-k-means/>

* All I See is Silhouette

<http://blog.biolab.si/2016/03/23/all-i-see-is-silhouette/>

* Getting Started With Orange 05: Hierarchical Clustering

<https://www.youtube.com/watch?v=dJ5z2SRwzgs&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=5&t=151s>

* Getting Started with Orange 11: k-Means

<https://www.youtube.com/watch?v=vgmL808eSw4&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=11&t=11s>

* Getting Started with Orange 12: k-Means Explained

<https://www.youtube.com/watch?v=I0e0Qyev8Ac&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=12>

* Getting Started with Orange 13: Silhouette

<https://www.youtube.com/watch?v=5TPldC_dC0s&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=13&t=13s>

* Making Predictions

<http://blog.biolab.si/2016/01/22/predictive-analytics-with-orange/>

* Visualizing Misclassifications

<http://blog.biolab.si/2015/07/24/visualizing-misclassifications/>

* Overfitting and Regularization

<http://blog.biolab.si/2016/03/12/overfitting-and-regularization/>

* Getting Started with Orange 06: Making Predictions

<https://www.youtube.com/watch?v=D6zd7m2aYqU&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=6>

* Getting Started with Orange 07: Model Evaluation and Scoring

<https://www.youtube.com/watch?v=pYXOF0jziGM&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=7>

* Getting Started with Orange 14: Image Analytics - Clustering

<https://www.youtube.com/watch?v=Iu8g2Twjn9U>

* Image Analytics: Clustering

<https://blog.biolab.si/2017/04/03/image-analytics-clustering/>

* Outliers in Traffic Signs

<https://blog.biolab.si/2017/04/25/outliers-in-traffic-signs/>

* Viewing Images

<https://blog.biolab.si/2014/04/29/viewing-images/>

* Getting Started with Orange 15: Image Analytics - Classification

<https://www.youtube.com/watch?v=lvgx62a8XQk&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=15>

* Getting Started with Orange 08: Add-ons

<https://www.youtube.com/watch?v=OANsA6fMJKg&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=8>

* Getting Started With Orange 09: Principal Component Analysis

<https://www.youtube.com/watch?v=OmaAC8a52YI&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=9>

* Getting Started With Orange 10: Feature Scoring and Ranking

<https://www.youtube.com/watch?v=bp0VtVS3LN4&index=10&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 16: Text Preprocessing

<https://www.youtube.com/watch?v=V70UwJZWkZ8&index=16&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 17: Text Clustering

<https://www.youtube.com/watch?v=rH_vQxQL6oM&index=17&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 18: Text Classification

<https://www.youtube.com/watch?v=zO_zwKZCULo&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy&index=18>

* Getting Started with Orange 19: How to Import Text Documents

<https://www.youtube.com/watch?v=faIqvWxFGRc&index=19&list=PLmNPvQr9Tf-ZSDLwOzxpvY-HrE0yv-8Fy>

* Getting Started with Orange 20: Multivariate Projection - Freeviz

<https://www.youtube.com/watch?v=BqXPCjeH4TA&feature=youtu.be>


---

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