Basic course of 4 hours free
Completion certificate
AI tutor
Practical activities
Online and lifelong course
What will I learn?
Unleash the potential of data with our Feature Engineering Course, crafted for engineering professionals keen to boost their predictive modelling abilities. Delve into sophisticated techniques such as managing categorical variables, time-based engineering, and dimensionality reduction. Become proficient in dataset exploration, feature creation, and documentation. Learn practical implementations using Python, Pandas, and Scikit-learn. Assess feature influence on model performance and make data-backed decisions with assurance. Enrol now to revolutionise your data understanding!
Live mentoring sessions every week
Rely on our team of specialists to assist you weekly
Imagine learning while clearing your doubts with professionals already in the field! At Apoia, this is possible
Access open sessions with various industry professionals
Expand your network
Share experiences with specialists from diverse fields and solve your professional challenges.
Learning outcomes
Enhance the development of the practical skills listed below
Become an expert in handling categorical variables for strong data models.
Implement time-based feature engineering for dynamic insights.
Apply dimensionality reduction to improve model efficiency.
Develop feature interaction strategies for predictive accuracy.
Use Python libraries for effective feature engineering.