19min chapter

The Real Python Podcast cover image

Good Python Programming Practices When New to the Language

The Real Python Podcast

CHAPTER

Mastering NumPy and Dependency Management

This chapter provides a practical tutorial on using NumPy for data manipulation, featuring hands-on exercises that reinforce skills through real-world examples. It also delves into Python dependency management, exploring tools like PIP Tools and Poetry, while discussing the challenges of upgrading Python and managing dependencies in projects such as Django. By highlighting best practices and potential pitfalls, this chapter equips learners with the knowledge to navigate Python programming more effectively.

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