flypythoncom
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 ## Python Books
 
 #### Beginner
-- 《Python Crash Course: A Hands-On, Project-Based Introduction to Programming》
+- 《Python Crash Course: A Hands-On, Project-Based Introduction to Programming for begainners》
    - ※※※※※
    - [Amazon](https://www.amazon.com/Python-Crash-Course-Hands-Project-Based/dp/1593276036)
 
@@ -204,5 +204,5 @@ B) Algorithmic Trading: [Python for Financial Analysis and Algorithmic Trading:
 * [API Design: Think First, Code Later](https://www.ckl.io/blog/api-design-think-first-code-later?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
 * [The Hitchhiker’s Guide to Machine Learning in Python](https://medium.freecodecamp.org/the-hitchhikers-guide-to-machine-learning-algorithms-in-python-bfad66adb378?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
 * [How to learn Python programming: 6 experienced Python developers share their learning tips](https://coolpythoncodes.com/best-way-learn-python-programming?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
-* [How Did Python Become A Data Science Powerhouse?](https://www.youtube.com/watch?v=9by46AAqz70?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)
+* [ you can find out How Did Python Become A Data Science Powerhouse?](https://www.youtube.com/watch?v=9by46AAqz70?utm_source=mybridge&utm_medium=email&utm_campaign=read_more)