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 Training, designed for engineering professionals keen to improve their predictive modelling skills. Dig deep into advanced methods such as managing categorical variables, engineering features based on time, and reducing the number of dimensions. Become skilled at exploring datasets, creating features, and documenting your work. Learn how to use Python, Pandas, and Scikit-learn in practical situations. Assess how features affect how well a model works and make confident decisions based on data. Enrol now to change the way you understand data!
Live mentoring sessions weekly
Rely on our specialists to support you weekly
Imagine learning something while clearing your doubts with people who already work in the field? With Apoia, this is possible.
Gain access to open sessions with various industry professionals.
Expand your network.
Exchange experiences with specialists from other fields and resolve your professional challenges.
Learning outcomes
Strengthen the development of the practical skills listed below
Get good at handling categorical variables for strong data models.
Use time-based feature engineering to gain useful insights that change over time.
Reduce the number of dimensions to make models work better.
Create ways for features to interact so predictions are more accurate.
Use Python libraries to engineer features effectively.