Python Real-World Projects

In today's competitive job market, a project portfolio often outshines a traditional resume. Python Real-World Projects empowers you to get to grips with crucial Python concepts while building complete modules and applications. With two dozen meticulously designed projects to explore, this book will help you showcase your Python mastery and refine your skills. Tailored for beginners with a foundational understanding of class definitions, module creation, and Python's inherent data structures, this book is your gateway to programming excellence. You’ll learn how to harness the potential of the standard library and key external projects like JupyterLab, Pydantic, pytest, and requests. You’ll also gain experience with enterprise-oriented methodologies, including unit and acceptance testing, and an agile development approach. Additionally, you’ll dive into the software development lifecycle, starting with a minimum viable product and seamlessly expanding it to add innovative features. By the end of this book, you’ll be armed with a myriad of practical Python projects and all set to accelerate your career as a Python programmer.

Type
ebook
Category
Programming
publication date
2023-09-15
what you will learn

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

no of pages
478
duration
956
key features
Master Python and related technologies by working on 12 hands-on projects * Accelerate your career by building a personal project portfolio * Explore data acquisition, preparation, and analysis applications * Purchase of the print or Kindle book includes a free PDF eBook
approach
Readers will follow a path that starts with data extraction and moves to cleansing and transformation. From this foundation, they can build modules and applications to support analysis and some simple statistical modeling. Each project is designed to be a separate, complete portfolio piece.
audience
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.
meta description
Develop Python applications using an enterprise-based approach with unit and acceptance tests by following agile methods to create a minimum viable product (MVP) and iteratively add features
short description
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.
subtitle
Craft your Python portfolio with deployable applications
keywords
Python book, Python programming book, Python books, Python projects
Product ISBN
9781803246765