Machine Learning With Galaxy

Shaurya Jauhari, Mora Lab, GMU. (Email: shauryajauhari@gzhmu.edu.cn)
2020-08-07 16:19:45

The Premise

Data Growth

The Core

Co-evolution

Strategies

Strategies (Contd.)

Classification

Supervised Learning
Logistic Regression, K-Nearest Neighbor, Support Vector Machines
Ensemble Classifiers
- Random Forests
https://shauryajauhari.github.io/classification_in_machine_learning/

Clustering

Unsupervised Learning
Hierarchical Clustering, K-means, DBSCAN
https://shauryajauhari.github.io/clustering_in_machine_learning/

Regression

Linear Regression
- RMSE, R2 parameters
Workflow
- Train
- Test
- Visualize
https://shauryajauhari.github.io/regression_in_machine_learning/

Resources

Blog: https://shauryajauhari.github.io/
GitHub repo: https://github.com/shauryajauhari
Get in touch on Twitter @shauryajauhari
or by e-mail: shauryajauhari at gzhmu dot edu dot cn