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Feature Engineering Course

Feature Engineering Course
4 to 360 hours flexible workload
certificate recognised by MEC

What will I learn?

Unlock the power of data with our Feature Engineering Course, designed for engineering professionals keen to enhance predictive modelling skills. Delve 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!

Elevify advantages

Develop skills

  • 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.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

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EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Great course. Lots of valuable information.
WiltonCivil Firefighter

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