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

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