- Applicable for roles like ML Engineer, Data Scientist, or Predictive Analytics Specialist.
- Provides practical workflow skills from data prep to model evaluation.
- Builds competency in scikit-learn and ensemble methods.
- Enhances portfolio for career switchers or freelancers.
- Valuable across industries: tech, finance, healthcare, and marketing.

