Python Fundamentals: From Zero to Hero
Master Python programming from the ground up with this comprehensive course covering syntax, data structures, functions, and object-oriented programming.
Python for M2 Students (2025-2026)
Welcome to this accelerated Python course designed specifically for the Lebanese University M2 students! This fast-paced curriculum assumes prior programming experience and focuses on quickly getting you productive with Python for data science and machine learning applications.
What You’ll Learn
- Python’s syntax and idioms
- Essential Python data structures
- Functional programming features
- Object-oriented programming in Python
- Scientific computing with NumPy and Pandas
- Data visualization with Matplotlib
- Best practices for clean, maintainable code
Course Structure
This course is organized into core and optional sections to accommodate different learning needs. The optional sections will be marked during the writing of the course. This course contains multiple exercises and problems for you to practice and test your knowledge.
Prerequisites
- Strong programming fundamentals in any language
- Understanding of basic algorithms and data structures
- Familiarity with command line interfaces
- Basic knowledge of statistics and linear algebra
Let’s dive into Python!
Course Curriculum
Course Information
beginner
Programming
12
17
Ali Berro
Topics Covered
Prerequisites
- Understanding of programming concepts
- Familiarity with OOP
- Basic knowledge of data structures and algorithms