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 keen to boost their predictive modelling 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 feature impact on model performance and make data-driven decisions with confidence. Join now to transform your data insights!
Live mentoring sessions weekly
Count on our team of specialists to assist you weekly
Imagine learning something while clarifying your doubts with people who already work in the field? At Apoia this is possible
Access open rooms with various industry professionals
Expand your network
Share experiences with specialists from other areas and tackle 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.
Utilise Python libraries for effective feature engineering.