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Complete Python Course with 10 Real-World Projects [Video]
Complete Python Course with 10 Real-World Projects [Video]

Complete Python Course with 10 Real-World Projects: Become a Python programmer by learning to build Python programs, GUIs, web apps, APIs, and more! [Video]

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Key benefits

  • Learn Python language from basic to advanced, code syntax, and create executable apps using Python
  • Master OOP, visualize data with NumPy, Django, Bootstrap, Kivy, and web scraping with Beautiful Soup
  • Create ten buildable apps using Matplotlib, Flask, Android API, PostgreSQL, Pandas, and Bokeh

Description

Python is a multi-paradigm programming language with object-oriented and structured programming fully supported, and many features support functional and aspect-oriented programming (metaprogramming and metaobjects). Several other paradigms are supported through extensions, including design by contract and logical programming. This course begins with a brief introduction and covers basic to advanced programming techniques in Python. The first 12 sections of the course cover Python basics. The remaining sections cover intermediate to advanced Python concepts (OOPS, classes, lists, modules, functions, JSON, and so on). Learn to use Matplotlib, NumPy, Flask, and Android APK files. Learn database handling and build geographical apps. The ten buildable apps covered in the course include a volcano web map generator, object detector app, personal website built with Python and Flask, book inventory desktop GUI app with SQL backend, data analysis/visualization dashboard, mobile app on Android and iOS devices, an app that scrapes multiple real estate webpages data, web app to collect user data and sends emails, blog and translator with Django, and web app to process Excel files and download processed files. Upon completion, you can create executable Python programs independently and master coding syntax and Python comprehensively. All codes are available at: https://github.com/PacktPublishing/Complete-Python-Course-with-10-Real-World-Projects

What you will learn

Develop an understanding of object-oriented programming in Python Learn how to use various Python libraries and frameworks Learn to create desktop programs, web/data apps, APIs, web scrapers Learn other programming tools like SQL, HTML, deployment, and debug Explore how to use JSON, CSV, Excel, NumPy, and Android APK files Learn data analysis and visualization with Matplotlib and PostgreSQL

Product Details

Country selected

Publication date : Feb 28, 2023
Length 27 hours 7 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781837635788
Category :

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
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Product Details


Publication date : Feb 28, 2023
Length 27 hours 7 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781837635788
Category :

Table of Contents

33 Chapters
1. Welcome Chevron down icon Chevron up icon
2. Getting Started with Python Chevron down icon Chevron up icon
3. The Basics: Data Types Chevron down icon Chevron up icon
4. The Basics: Operations with Data Types Chevron down icon Chevron up icon
5. The Basics: Functions and Conditionals Chevron down icon Chevron up icon
6. The Basics: Processing User Input Chevron down icon Chevron up icon
7. The Basics: Loops Chevron down icon Chevron up icon
8. Putting the Pieces Together: Building a Program Chevron down icon Chevron up icon
9. List Comprehensions Chevron down icon Chevron up icon
10. More about Functions Chevron down icon Chevron up icon
11. File Processing Chevron down icon Chevron up icon
12. Modules Chevron down icon Chevron up icon
13. Using Python with CSV, JSON, and Excel Files Chevron down icon Chevron up icon
14. Numerical and Scientific Computing with Python and NumPy Chevron down icon Chevron up icon
15. App 1: Web Mapping with Python: Interactive Mapping of Population and Volcanoes Chevron down icon Chevron up icon
16. App 2: Building an English Thesaurus Chevron down icon Chevron up icon
17. Fixing Programming Errors Chevron down icon Chevron up icon
18. Image and Video Processing with Python Chevron down icon Chevron up icon
19. App 3: Controlling the Webcam and Detecting Objects Chevron down icon Chevron up icon
20. Interactive Data Visualization with Python and Bokeh Chevron down icon Chevron up icon
21. App 4 (Part 1): Data Analysis and Visualization with Pandas and Matplotlib Chevron down icon Chevron up icon
22. App 4 (Part 2): Data Analysis and Visualization - in-Browser Interactive Plots Chevron down icon Chevron up icon
23. App 5: Web Development with Flask - Build a Personal Website Chevron down icon Chevron up icon
24. Building Desktop Graphical User Interfaces (GUI) with Python Chevron down icon Chevron up icon
25. Interacting with Databases Chevron down icon Chevron up icon
26. App 6: GUI Apps and SQL: Build a Book Inventory Desktop GUI Database App Chevron down icon Chevron up icon
27. Object-Oriented Programming (OOP) Chevron down icon Chevron up icon
28. App 7: Mobile App Development: Build a Feel-Good App Chevron down icon Chevron up icon
29. Making an Android APK File from the Kivy App Chevron down icon Chevron up icon
30. Web Scraping with Python and Beautiful Soup Chevron down icon Chevron up icon
31. App 7: Web Scraping - Scraping Properties for Sale from the Web Chevron down icon Chevron up icon
32. App 9: Django and Bootstrap Blog and Translator App Chevron down icon Chevron up icon
33. App 10: Build a Geography Web App with Flask and Pandas Chevron down icon Chevron up icon

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