This is the code repository for Python Real-World Projects, published by Packt.
Craft your Python portfolio with deployable applications
Amplify your developer journey by curating a dynamic project portfolio that outshines traditional resumes. Delve into the Python realm through immersive projects, mastering core concepts while constructing comprehensive modules and applications. From data acquisition prowess to impactful data visualization, Python Real-World Projects arms you with essential skills to beat the competition.
This book covers the following exciting features:
- Explore core deliverables for an application including documentation and test cases
- Discover approaches to data acquisition such as file processing, RESTful APIs, and SQL queries
- Create a data inspection notebook to establish properties of source data
- Write applications to validate, clean, convert, and normalize source data
- Use foundational graphical analysis techniques to visualize data
- Build basic univariate and multivariate statistical analysis tools
- Create reports from raw data using JupyterLab publication tools
If you feel this book is for you, get your copy today!
All of the code is organized into folders. For example, Chapter02.
The code will look like the following:
print("Hello, World!")
Following is what you need for this book: This book is for beginner-to-intermediate level Python programmers looking to enhance their resume by adding a portfolio of 12 practical projects. A basic understanding of the Python language and its aligned technologies is a must. The book helps you polish your Python skills and project-building prowess without delving into basic Python fundamentals.
With the following software and hardware list you can run all code files present in the book (Chapter 1-17).
| Chapter | Software required | OS required |
|---|---|---|
| 1-17 | Python 3 | Windows, Mac OS X, and Linux (Any) |
Steven Lott has been programming since computers were large, expensive, and rare. Working for decades in high tech has given him exposure to a lot of ideas and techniques, some bad, but most are helpful to others. Since the 1990s, Steven has been engaged with Python, crafting an array of indispensable tools and applications. His profound expertise has led him to contribute significantly to Packt Publishing, penning notable titles like "Mastering Object-Oriented," "The Modern Python Cookbook," and "Functional Python Programming." A self-proclaimed technomad, Steven's unconventional lifestyle sees him residing on a boat, often anchored along the vibrant east coast of the US. He tries to live by the words “Don’t come home until you have a story.”