Basic course of 4 hours free
Completion certificate
AI tutor
Practical activities
Online and lifelong course
What will I learn?
Unleash the potential of your data with our Feature Engineering Course, crafted for engineering professionals keen to boost their predictive modelling abilities. Delve into sophisticated methods such as managing categorical variables, time-based engineering, and dimensionality reduction. Become proficient in dataset exploration, feature creation, and comprehensive documentation. Learn practical implementations using Python, Pandas, and Scikit-learn. Assess the impact of features on model performance and make confident, data-backed decisions. Enrol now to revolutionise your data insights!
Weekly live mentoring sessions
Count on our team of specialists for weekly assistance
Imagine learning while solving your doubts with those already in the field? With Apoia, this is possible
Access open rooms with various professionals
Expand your network
Exchange experiences with specialists from other areas and resolve your professional challenges.
Learning outcomes
Enhance the development of the practical skills listed below
Become adept at categorical variable handling for reliable 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.