Python Full Course for Beginners

About this Video

• Video Title: Python Full Course for Beginners
• Channel: Programming with Mosh
• Speakers: Mosh Hamedani
• Duration: 06:14:07

Introduction

This video provides a comprehensive Python course for beginners. It covers core Python concepts and builds three projects: a website using Django, a machine learning application for music prediction, and an automation program for spreadsheet processing. The course aims to guide beginners through Python programming from installation to building real-world applications.

Key Takeaways

1. Python Installation and Setup: The video details installing Python 3 and a code editor (PyCharm) on Windows and Mac systems.
2. Fundamental Python Concepts: It explains variables, data types (integers, floats, strings, booleans), operators, conditional statements (if, elif, else), loops (while, for), lists, tuples, dictionaries, functions, exception handling, and modules.
3. String Manipulation: Comprehensive coverage of string methods (.upper(), .lower(), .find(), .replace(), string slicing) and formatted strings (f-strings).
4. Working with Files and Directories: Shows how to use the pathlib module to interact with directories, create/delete directories, and use glob for file searches.
5. Introduction to Machine Learning: Covers basic machine learning concepts, including data preparation, model building (decision trees using scikit-learn), training, prediction, and accuracy evaluation. The video demonstrates building a model to predict music genre based on user profile data.
6. Web Application Development with Django: Introduces the Django framework and demonstrates creating a basic Django project.