Formation Python

Module 1: Introduction to Python

Overview of Python, its syntax, and basic data types

Introduction to Python 3.x features and improvements

Hands-on exercises to reinforce fundamental concepts

Setting up the Python development environment

Module 2: Data Manipulation with Python

Utilizing Pandas and NumPy for data manipulation and analysis

Working with data frames, series, and handling missing data

Introduction to data visualization using Matplotlib and Seaborn

Practical exercises for real-world data scenarios

Module 3: Application Development with Python 

Understanding web development basics with Flask or Django

Building interactive and dynamic web applications

Exploring Python libraries for GUI development (e.g. Tkinter)

Collaborative coding projects to reinforce application development skills

Module 4: Python for Machine Learning 

Introduction to machine learning concepts and algorithms

Hands-on experience with scikit-learn for model building

Exploring Python's role in deep learning with TensorFlow or PyTorch

Capstone project: Implementing a machine learning solution using Python