Bundle Contents


You will have lifetime access to the following courses when purchasing this bundle:

Feature Engineering for Machine Learning

Learn imputation, variable encoding, discretization, feature extraction, how to work with datetime, outliers, and more.

Soledad Galli

Soledad Galli

$23.99

Feature Selection for Machine Learning

Learn filter, wrapper, and embedded methods, recursive feature elimination, exhaustive search, feature shuffling & more.

Soledad Galli

Soledad Galli

$19.99

Machine Learning with Imbalanced Data

Learn to over-sample and under-sample your data, apply SMOTE, ensemble methods, and cost-sensitive learning.

Soledad Galli

Soledad Galli

$19.99

Hyperparameter Optimization for Machine Learning

Learn grid and random search, Bayesian optimization, multi-fidelity models, Optuna, Hyperopt, Scikit-Optimize & more.

Soledad Galli

Soledad Galli

$19.99

Trustpilot

Lifetime access

Instructor support

Certificate of completion


💬 English subtitles


Soledad Galli, PhD

Instructor


Sole is a lead data scientist, instructor and developer of open source software.

She created and maintains the Python library Feature-engine, which allows us to transform, create and select features for machine learning.

Sole is also the author of the books:

  • Python Feature engineering Cookbook (Packt)
  • Feature Selection for Machine Learning with Python

More about Sole on LinkedIn.


Pricing

30 days money back guarantee


If you're disappointed for whatever reason, you'll get a full refund.

So you can buy with confidence.

Frequently Asked Questions




When do the courses begin and end?


You can start taking the courses from the moment you enroll. The courses are self-paced, so you can watch the tutorials and apply what you learn whenever you find it most convenient.



For how long can I access the courses?


The courses have lifetime access. This means that once you enroll, you will have unlimited access to the course for as long as you like.



What if I don't like the courses?


There is a 30-day money back guarantee. If you don't find the courses useful, contact us within the first 30 days of purchase and you will get a full refund.



Will I get a certificate?


Yes, you'll get a certificate of completion after completing all lectures, quizzes and assignments.



Check out our other courses!

Feature Engineering for Time Series Forecasting

Create lag, window and seasonal features, perform imputation and encoding, extract datetime variables, remove outliers, and more.

Kishan Manani

Kishan Manani

$27.99

Find it cool?

Help us spread the word, share it on social 👇