Predictive Modeling with Python: Apply & Evaluate

By the end of this course, learners will be able to identify, apply, analyze, and evaluate predictive analytics techniques using Python. They will gain hands-on skills in data preprocessing, regression modeling, logistic regression, and credit risk analysis, equipping them to solve real-world data challenges with confidence. This comprehensive program begins with the foundations of predictive modeling, guiding learners through data preparation, dummy variables, feature scaling, and basic regression concepts. It progresses to mastering linear regression, covering model fitting, handling multic…