Basic course of 4 hours free
Completion certificate
AI tutor
Practical activities
Online and lifelong course
What will I learn?
Unlock the power of data with our Feature Engineering Course, designed for engineering professionals who are eager to improve their predictive modeling skills. Dive into advanced techniques like handling categorical variables, time-based engineering, and dimensionality reduction. Master dataset exploration, feature creation, and documentation. Learn practical applications using Python, Pandas, and Scikit-learn. Evaluate how features impact model performance and make data-driven decisions with confidence. Join now to transform your data insights!
Live mentoring rooms weekly
Count on our team of specialists to help you weekly
Imagine learning something while clearing your doubts with people who already work with it? At Apoia this is possible
Have access to open rooms with various market professionals
Expand your network
Exchange experiences with specialists from other areas and solve your professional challenges.
Learning outcomes
Strengthen the development of the practical skills listed below
Master categorical variable handling for robust data models.
Implement time-based feature engineering for dynamic insights.
Apply dimensionality reduction to enhance model efficiency.
Develop feature interaction strategies for predictive accuracy.
Utilize Python libraries for effective feature engineering.