Book Image

Python – Complete Python, Django, Data Science and ML Guide [Video]

By : Bogdan Stashchuk
5 (2)
Book Image

Python – Complete Python, Django, Data Science and ML Guide [Video]

5 (2)
By: Bogdan Stashchuk

Overview of this book

Join us on an immersive Python programming journey, spanning over 50 hours of learning. Whether you're a novice or experienced, this course equips you with vital Python skills for careers and projects. Starting from the basics, grasp Python's core principles and proficiency in real-world functions. As Python's popularity grows, this course readies you for the rising demand for Python developers. You'll practice hand-on examples using Python's interpreter and Visual Studio Code with Code Runner to solidify your skills. With a focus on Data Science and Machine Learning, you'll master essential packages such as NumPy, Pandas, Matplotlib, and Scikit-learn, using the versatile Jupyter Notebook. The course extensively covers Python's fundamental aspects, spanning variables, lists, dictionaries, and venturing into advanced topics like classes, loops, modules, and creating virtual environments. The goal is to provide you with a solid Python foundation. You'll also gain insight into functional and object-oriented Python programming, making you a versatile coder. The course is thoughtfully structured, explaining not just "how" but also "why" we use specific methods and best practices. By course end, you'll harness Python's full potential for web and mobile app development, data science, machine learning, and game creation.
Table of Contents (91 chapters)
58
Math Module and Recursive Functions
Chapter 14
Magic Methods
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Section 2
Practice - Utilizing Magic Attributes and Methods
This video explains how to retrieve a list of attributes and methods for a specific object in Python. It highlights the difference between regular methods and magic methods, with an emphasis on the fact that magic methods are usually called implicitly by Python. The video also demonstrates how to use the dir function to obtain a list of all available attributes and methods for an object, including magic methods. This knowledge is essential for working with Python effectively.