Python Real-World Projects: Crafting your Python Portfolio with Deployable Applications Steven F. Lott

Python Real-World Projects: Crafting your Python Portfolio with Deployable Applications – Ebook Instant Download/Delivery ISBN(s): 9781803246765,1803246766

Product details:

• ISBN 10:1804614963
• ISBN 13: 9781804614969
• Author:Steven F. Lott

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.

Table contents:

Chapter 1 Project Zero: A Template for Other Projects

Chapter 2 Overview of the Projects

Chapter 3 Project 1.1: Data Acquisition Base Application

Chapter 4 Data Acquisition Features: Web APIs and Scraping

Chapter 5 Data Acquisition Features: SQL Database

Chapter 6 Project 2.1: Data Inspection Notebook

Chapter 7 Data Inspection Features

Chapter 8 Project 2.5: Schema and Metadata

Chapter 9 Project 3.1: Data Cleaning Base Application

Chapter 10 Data Cleaning Features

Chapter 11 Project 3.7: Interim Data Persistence

Chapter 12 Project 3.8: Integrated Data Acquisition Web Service

Chapter 13 Project 4.1: Visual Analysis Techniques

Chapter 14 Project 4.2: Creating Reports

Chapter 15 Project 5.1: Modeling Base Application

Chapter 16 Project 5.2: Simple Multivariate Statistics

Chapter 17 Next Steps

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