Hi, I'm Sole! I'm a data scientist, instructor, book author and software developer on a mission to make data science and machine learning more accessible to everyone. How? Through open-source and education.

I find immense joy in educating and motivating data scientists and machine learning practitioners alike. My passion drives me to craft accessible learning materials spanning online courses, books, open-source software, articles, social media content, and engaging public speaking engagements.

I am the leading instructor at Train in Data, offering top-tier courses in data science and machine learning. I've also authored books with Packt Publishing Group and I am the driving force behind the development and maintenance of Feature-engine, a prominent Python open-source library, for feature engineering and selection.

I'm thrilled to see the impact of Feature-engine on LinkedIn. Several users have shared how it simplifies their feature engineering pipelines, making their work more efficient and effective. A student recently reached out to me, expressing how one of our courses helped them ace their job interview. It’s stories like this that keep me motivated and make me want to do more.

Your support fuels my ongoing efforts to expand Feature-engine’s functionality and documentation. This includes providing detailed insights about the techniques and methods that we can use to craft and select powerful features to train machine learning models.

Thank you for your support!