Python in Practice - 15 Projects to Master Python

In this course, the initial few sections help you take a tour of programming in Python, covering all the basic to advanced concepts that are further used to build projects from scratch.

You will create 15+ applications with Python. First, you will be creating a Dice Roller (a Python GUI application with Tkinter to generate random dice outputs) and Total Seconds and Days Counter. After that, you will create a Length Converter Python GUI application. Next, you will work on the image-to-icon converter to convert .png, .jpg, and .jpeg images into icons. You will work on a random element selector, perform data analysis and data visualization with the help of NumPy, Pandas, and matplotlib. You will also create a trees survey report, user credentials data, and sales data report. You will create eBook Store with Django 3 and an eCommerce website with HTML, CSS, and Bootstrap. You will also create a weight predictor, rainy or clear weather, and flavor predictor.

Finally, you will make a rating bot, which will create a natural language processing model to rate comments and reviews automatically, and Face Recognizer that performs human face recognition with computer vision and OpenCV.

By the end of this course, you will have learned the programming fundamentals to an advanced level with Python 3 and become an advanced-level programmer.

All the resource files are added to the GitHub repository at: https://github.com/PacktPublishing/Python-In-Practice---15-Projects-to-…

Type
video
Category
Programming
publication date
2022-10-31
what you will learn

Learn about built-in functions in Python and how to create one
Create a Python GUI application with Tkinter to generate random dice outputs
Analyze the sales report in a week with Python data analysis
Generate a survey report with data science
Create an NLP model to rate comments and reviews automatically
Perform human face recognition with computer vision and OpenCV

duration
1240
key features
Learn to apply the skills learned with the help of guided code exercises * A course designed for beginners in Python but takes you through the advanced levels * Build 15+ projects with the help of codes, coding exercises, quizzes, and other allied resources
approach
The course is designed for beginners in Python to level up their knowledge with the help of engaging and comprehensive content. Starting with the basics, you will learn from short video lessons to grasp information without turning it into boredom. After creating a strong base, you will perform coding exercises to practically apply your skills and build applications from scratch.
audience
This course is ideal for individuals curious about Python programming, beginners at programming, and Python developers curious about data science, data analysis, and data visualization. This will also help full-stack web developers, artificial intelligence researchers, machine learning researchers, and GUI application developers.

You just need curiosity and enthusiasm to get going with this course; the rest of everything will be taught from scratch.
meta description
Learn Python programming and build projects such as web development with Django, Tkinter, data science, and machine learning!
short description
This course will help you learn the programming fundamentals with Python 3. It is designed for beginners in Python and is a complete masterclass. This course will help you understand Python GUI, data science, full-stack web development with Django, machine learning, artificial intelligence, Natural Language Processing, and Computer Vision.
subtitle
Learn and master Python programming from scratch and build 15+ projects like a pro
keywords
Python, Python GUI, Data Science, Full Stack Web Development with Django, Machine Learning, Artificial Intelligence, Natural Language Processing, Computer Vision, Dice Roller, Total Seconds and Days Counter, Length Converter, Image to Icon Converter
Product ISBN
9781804618486