Machine Learning with Python

Issued by:

IBM

Date Achieved:

February 2025

Skills Acquired

  • Machine Learning
  • Clustering
  • Regression
  • Classification
  • SciPy and scikit-learn

What I Learned

  • Job-ready foundational machine learning skills in Python in just 6 weeks, including how to utilizeScikit-learn to build, test, and evaluate models.
  • How to apply data preparation techniques and manage bias-variance tradeoffs to optimize model performance.
  • How to implement core machine learning algorithms, including linear regression, decision trees, and SVM, for classification and regression tasks.
  • How to evaluate model performance using metrics, cross-validation, and hyperparameter tuning to ensure accuracy and reliability.

Irsa Shapouri

Python Developer