Szczegóły ebooka

Python Real-World Projects. Craft your Python portfolio with deployable applications

Python Real-World Projects. Craft your Python portfolio with deployable applications

Steven F. Lott

Ebook
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.
  • 1. Project Zero — Template for other projects
  • 2. Overview of the Projects – Extract, Transform, and Load
  • 3. Project 1.1 — Data Acquisition Base Application
  • 4. Data Acquisition Features — Web API and Scraping
  • 5. Data Acquisition Features — SQL Database
  • 6. Project 2.1 — Data Inspection Notebook
  • 7. Data Inspection Features
  • 8. Schema and Metadata
  • 9. Project 3.1 — Data Cleaning Base Application
  • 10. Data Cleaning Features
  • 11. Project 3.7 — Interim Data Persistence
  • 12. Project 3.8 — Integrated Data Acquisition Web Service
  • 13. Project 4.1 — Visual Analysis Techniques
  • 14. Project 4.2 — Creating Reports
  • 15. Project 5.1 — Modeling Base Application
  • 16. Project 5.2 — Central Tendency
  • 17. Project 5.3 — Simple Multivariate Statistics
  • Tytuł: Python Real-World Projects. Craft your Python portfolio with deployable applications
  • Autor: Steven F. Lott
  • Tytuł oryginału: Python Real-World Projects. Craft your Python portfolio with deployable applications
  • ISBN: 9781804614969, 9781804614969
  • Data wydania: 2023-09-15
  • Format: Ebook
  • Identyfikator pozycji: e_3ni6
  • Wydawca: Packt Publishing