Python Crash Course, 3rd Edition does an admirable job of it. Right from the start, the book explains how classes are used to model real-world objects, with both “toy” examples like a dog and ...

If you’re comfortable with data science concepts and Python libraries (Numpy, Matplotlib), try Hands-on Machine Learning (introduced above) or Python Machine Learning, Third Edition.

In this post, I will look at Python Machine Learning, Third Edition by Packt, an excellent resource for developers who already have basic knowledge of ML and data science.

Python libraries: Python machine learning books usually use ScikitLearn (and sometimes SciPy) to implement algorithms. Books on deep learning cover TensorFlow, Keras, and PyTorch.