What are some recommended books for learning data science?

What are some recommended books for learning data science?

Here are a few great books to get you started in data science: 'Python for Data Analysis' by Wes McKinney, 'R for Data Science' by Hadley Wickham, and 'Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow' by Aurélien Géron.

Can you tell me more about 'Hands-On Machine Learning'?

Sure! 'Hands-On Machine Learning' is a practical guide that teaches you how to use machine learning with Python. It covers essential concepts and provides hands-on examples using popular libraries.

Are there any books focused on statistics for data science?

Yes! 'The Elements of Statistical Learning' by Trevor Hastie, Robert Tibshirani, and Jerome Friedman is highly recommended. It provides a comprehensive overview of statistical learning methods.

What about books for beginners?

For beginners, I recommend 'Data Science from Scratch' by Joel Grus. It introduces fundamental concepts using Python and is very accessible.