Top textbooks for Data Science
“ETL pipeline straight to heaven.”

An Introduction to Statistical Learning
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

Applied Predictive Modeling
Max Kuhn, Kjell Johnson

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
Aurélien Géron

Spark – The Definitive Guide: Big data processing made simple
Bill Chambers, Matei Zaharia

Data Pipelines Pocket Reference
James Densmore