Subtitled "Software Development, Flask Web Apps, and Beginning Data Science with Python", in this book Michael Hartl teaches the specific concepts, skills, and approaches you need to be professionally productive. Hartl introduces Python both as a general-purpose language and as a specialist tool for web development and data science, presenting focused examples and exercises that help you internalize what matters, without wasting time on details pros don't care about.
<ASIN:0138050953 >
Author: Michael Hartl Publisher: Addison-Wesley Date: June 2023 Pages: 448 ISBN: 978-0138050955 Print: 0138050953 Kindle: B0C4VCSD1G Audience: General Level: Intermediate Category: Python
Topics include:
- Applying core Python concepts with the interactive interpreter and command line
- Writing object-oriented code with Python's native objects
- Developing and publishing self-contained Python packages
- Using elegant, powerful functional programming techniques, including Python comprehensions
- Building new objects, and extending them via Test-Driven Development (TDD)
- Using Python's exceptional shell scripting capabilities
- Creating and deploying a full web app, using routes, layouts, templates, and forms
- Getting started with data-science tools for numerical computations, data visualization, data analysis, and machine learning
- Mastering concrete and informal skills every developer needs
For recommendations of Python books see Books for Pythonistas and Python Books For Beginners in our Programmer's Bookshelf section.
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Machine Learning For Dummies, 2e (Wiley)
Author: John Paul Mueller Publisher: For Dummies Date: January 2021 Pages: 464 ISBN: 978-1119724018 Print: 1119724015 Kindle: B08SZHJGJW Audience: General, but not too dumb Rating: 4 Reviewer: Mike James Dummies probably need machine learning to cope...
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Testing JavaScript Applications
Author: Lucas da Costa Publisher: Manning Date: April 2021 Pages: 512 ISBN: 978-1617297915 Print: 1617297917 Audience: JavaScript developers Level: Intermediate Rating: 5 Reviewer: Ian Elliot Testing the most web's fundamental language is clearly important...
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