Description:

In this assignment, you will apply your knowledge of AI programming to build a simple AI-driven application using Python. You will choose a problem domain (e.g., image classification, natural language processing, recommendation systems) and implement an end-to-end solution using machine learning or deep learning techniques. The project will involve data preprocessing, model development, evaluation, and deployment. You will also explore ways to integrate your AI model into a user-friendly application, using tools like Flask or FastAPI to expose the model as an API.

Key Objectives:

• Select a real-world AI problem and collect relevant data.
• Preprocess the data and apply appropriate machine learning or deep learning algorithms.
• Evaluate and fine-tune your model for optimal performance.
• Develop a web-based interface or API to deploy your AI model for real-time usage.

This assignment will give you hands-on experience in developing and deploying practical AI applications using Python, preparing you for real-world AI development challenges.