is is too late to learn machine learning?

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Machine learning becomes famous lately, many people are learning Machine learning because of the potential in the era of AI. On this post, i want to share some highly recommended books for beginners in machine learning.

"Machine Learning for Absolute Beginners" by Oliver Theobald: This book is perfect for those with no coding experience or background in math. It's written in plain English and covers the basics of machine learning.
"The Hundred-Page Machine Learning Book" by Andriy Burkov: A concise introduction to machine learning, covering both theory and practice in just over 100 pages.
"Machine Learning for Dummies" by John Paul Mueller and Luca Massaron: This book provides a comprehensive introduction to machine learning concepts and techniques, making it accessible for beginners.
"Introduction to Machine Learning with Python: A Guide for Data Scientists" by Andreas C. Müller and Sarah Guido: Ideal for beginners with some Python experience, this book offers a hands-on approach to learning machine learning.
"Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron: This book is great for those who want to dive into practical applications of machine learning using popular Python libraries.
"Machine Learning in Action" by Peter Harrington: A practical guide that walks you through building machine learning models with clear examples and code.
"Fundamentals of Machine Learning for Predictive Data Analytics" by John D. Kelleher, Brian Mac Namee, and Aoife D'Arcy: This book provides a more in-depth theoretical understanding of machine learning.
"Data Mining: Practical Machine Learning Tools and Techniques" by Ian H. Witten, Eibe Frank, Mark A. Hall, and Christopher J. Pal: A comprehensive guide to data mining and machine learning techniques.

My tips

choose at least two books for your journey
after reading the book. try to install visual studio cods to practices
after finishing the book try to learn the implementation in Azure, AWS, or others

enjoy your days!

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