Data Science

Accelerate your Career with Specialized Machine Learning Courses.

Boost Your Machine Learning Skills And Be The Expert Companies Are Desperate To Hire.

Go beyond the basics and master the advanced techniques that top AI teams use. Our courses are designed to bridge the gap between theory and production, transforming you into the ML expert companies are actively searching for.

Sign up to check out the first videos of each course for free.

New Course

Clustering and Dimensionality Reduction

Machine Learning Specializations

Boost your skills with our comprehensive machine learning and forecasting tracks. Enroll today!

Advanced machine learning specialization

Courses

Want to strengthen a particular skill?

From feature selection, to feature engineering or forecasting. We've got you covered.

Our courses come with a 30-day money back guarantee.

Machine Learning Interpretability

Explain interpretable and black box models with LIME, Shap, partial dependency plots and more.

Soledad Galli

$37.99

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

$43.99

Feature Engineering for Machine Learning

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

Soledad Galli

$37.99

What our students say

Train in Data average review score on Trustpilot

Our Books

Python Feature engineering Cookbook

Feature Selection in Machine Learning

FREE Download

7 Takes on Working with Imbalanced Data

Sole discusses three recent articles that shift the conversation around handling imbalanced datasets.

These articles explore whether generating synthetic data is effective with current state-of-the-art algorithms, and examine the implications of using synthetic data on model performance and deployment.

Free PDF Download

We're the developers of Feature-engine

Feature-engine: Python Open Source Feature Engineering Library

► 250k+ downloads a month

► 2k+ stars on Github

► 55+ contributors

► Feature engineering and selection

Instructors

Soledad Galli: Data Scientist, Instructor, Open Source Developer

Soledad Galli, PhD

Lead Data Scientist

Kishan Manani, Data Scientist, Instructor

Boost Your Machine Learning Skills And Be The Expert Companies Are Desperate To Hire.

Go beyond the basics and master the advanced techniques that top AI teams use. Our courses are designed to bridge the gap between theory and production, transforming you into the ML expert companies are actively searching for.

Sign up to check out the first videos of each course for free.

New Course

Clustering and Dimensionality Reduction

Machine Learning Specializations

Courses

Machine Learning Interpretability

Explain interpretable and black box models with LIME, Shap, partial dependency plots and more.

Feature Engineering for Time Series Forecasting

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

Feature Engineering for Machine Learning

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

What our students say

Our Books

Python Feature engineering Cookbook

Feature Selection in Machine Learning

FREE Download

7 Takes on Working with Imbalanced Data

We're the developers of Feature-engine

► 250k+ downloads a month

► 2k+ stars on Github

► 55+ contributors

► Feature engineering and selection

Instructors

Soledad Galli, PhD

Lead Data Scientist

Kishan Manani, PhD

Lead Data Scientist

Dalibor Veljkovic

Lead Data Scientist

Tired of sifting through endless tutorials?

Follow us 👇

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Boost Your Machine Learning Skills And Be The Expert Companies Are Desperate To Hire.

Go beyond the basics and master the advanced techniques that top AI teams use. Our courses are designed to bridge the gap between theory and production, transforming you into the ML expert companies are actively searching for.

Sign up to check out the first videos of each course for free.

New Course

Clustering and Dimensionality Reduction

Machine Learning Specializations

Courses

Machine Learning Interpretability

Explain interpretable and black box models with LIME, Shap, partial dependency plots and more.

Feature Engineering for Time Series Forecasting

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

Feature Engineering for Machine Learning

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

What our students say

Our Books

Python Feature engineering Cookbook

Feature Selection in Machine Learning

FREE Download

7 Takes on Working with Imbalanced Data

We're the developers of Feature-engine

► 250k+ downloads a month

► 2k+ stars on Github

► 55+ contributors

► Feature engineering and selection

Instructors

Soledad Galli, PhD

Lead Data Scientist

Kishan Manani, PhD

Lead Data Scientist

Dalibor Veljkovic

Lead Data Scientist

Tired of sifting through endless tutorials?

Follow us 👇