Applied Machine Learning & Predictive Modeling

Supervised and unsupervised algorithms, feature engineering, hyperparameter tuning, model evaluation metrics, and scikit-learn workflows.

Code AI-401 Data Science & AI Topic certificates

About this course

The Applied Machine Learning & Predictive Modeling is a globally recognized professional qualification aligned with ISO/IEC and international IT industry frameworks. Supervised and unsupervised algorithms, feature engineering, hyperparameter tuning, model evaluation metrics, and scikit-learn workflows.

Course content

2 topics ยท 55 hours

  1. Data Preprocessing, Linear Models & Decision Trees27.5 h
  2. Ensemble Methods, Clustering & Model Validation Metrics27.5 h

Where to take this course