/Python-Course-Example

This is a demonstration of using Python to build a simple ML model.

Primary LanguageJupyter Notebook

Python-Course-Example

This is a demonstration of using Python to build a simple ML model. Tasks are the following:

  • Load data from a FASTA file
  • Extract features from each nucleotide sequence
  • Visualize data using Principal Component Analysis and Seaborn
  • Train a Gradient Boosting classification model
  • Evaluate performance on a test set and inspect a confusion matrix