Orange: Difference between revisions
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Revision as of 03:15, 9 January 2020
Machine Learning open source dan visualisasi data untuk pemula dan ahli. Alur kerja analisis data interaktif dengan toolbox besar.
Youtube
Referensi
- https://orange.biolab.si/getting-started/
- http://www.saedsayad.com/data_mining_map.htm
- https://orange.biolab.si/
- https://orange.biolab.si/workflows/
Konsep
Data
Pranala Menarik
- Orange: Upgrade ke Python3
- Orange: Compile Python Terakhir
- Orange: Instalasi
- Orange: Install Ubuntu 18.04
- Orange: Lokasi Dataset
- Orange: Menjalankan
Contoh Data Mining
- Orange: Misclassifications
- Orange: Cross Validation
- Orange: Feature Ranking
- Orange: Cluster Inspection
- Orange: Hierarchical Clustering
- Orange: Principal Component Analysis
- Orange: Classification Tree
- Orange: Pivot Table
- Orange: Visalization of Data Subsets
- Orange: Interactive Visualizations
File & Data Format
- Orange: Network .pajek
- Orange: Network .gml
- Orange: Membuat Data File dengan Python
- Orange: Data Format
- Orange: Corpus
- Orange: Corpus Viewer
Modelling
- Orange: Save Model
- Orange: Logistic Regression
- Orange: Neural Network
- Orange: Metric Evaluation Model
Text Mining
- Orange: Concordance
- Orange: Text Preprocessing
- Orange: Word Cloud
- Orange: Sentimen Analysis
- Orange: Bag of Words
Visual Programming
Referensi: https://docs.orange.biolab.si/3/visual-programming/#
Latihan
- Orange: Word Cloud dari File Text
- Orange: Word Cloud dari Dokumen
- Orange: Bag of Words
- Orange: Bag of Words 2
- Orange: Text Analysis
- Orange: untuk Politik
- Orange: Sentimen Analysis Bahasa Indonesia
- Orange: Image Analysis
- Orange: Iris
- Orange: Tweeter Analysis
Youtube
- https://www.youtube.com/watch?v=bINV2-YoR_4 (Aplikasi Orange)
- https://youtu.be/Xbxo6gWTp_8 (Word Cloud dari Wikipedia)
- https://www.youtube.com/watch?v=RzHaWsU-z54
