Our 10 Best LinkedIn Posts in 2023

Sole's most engaging LinkedIn posts in 2023, about data science and machine learning.

✔️ PCA is NOT a feature selection procedure

✔️ FIFTEEN Python libraries that will make your (data science) life easier.

✔️ SIX Python libraries to help you interpret ML models.

✔️ How to ACE your data science interview.

✔️ No, SMOTE is not the silver bullet for imbalanced datasets.

✔️ Should feature engineering be done before or after train-test split?

✔️ Tired of spending hours in data preprocessing for ML projects?

✔️ The War of Titans: Statistical Models vs. Traditional ML.

✔️ Best resources to learn about interpretable machine learning.

✔️ What's the difference between Standardization and Normalization?

Soledad Galli, PhD

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 impute data, encode categorical variables, transform, create, and select features. Sole is also the author of the"Python Feature Engineering Cookbook," published by Packt.

More about Sole on LinkedIn.