Basic course of 4 hours free
Completion certificate
AI tutor
Practical activities
Online and lifelong course
What will I learn?
Unleash the power of data with our Feature Engineering Course, tailored for engineering professionals keen to sharpen their predictive modelling skills. Delve into advanced techniques like handling categorical variables, time-based engineering, and dimensionality reduction. Become proficient in 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. Sign up now to transform your data insights!
Live mentoring sessions weekly
Count on our team of specialists to assist you weekly
Imagine learning something while clearing your doubts with people already working in the field? At Apoia, this is possible
Access open sessions with various professionals
Expand your network
Exchange experiences with specialists from other domains and overcome 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.