IBM Machine Learning Project

This repository contains projects and learning materials developed as part of the IBM Machine Learning training.

Project Structure

1. Final_Project_IBM

This folder contains the final project of the IBM Machine Learning training:

• Project-IBM.ipynb: Main project notebook
• Brain_Tumor.jpg: Image data used in the project

2. IBM - Machine Learning

This folder contains learning materials created during the IBM Machine Learning training:

• Machine-Learning-Notebooks/: Jupyter notebooks covering machine learning topics
• Keras-With-IBM/: Examples and applications related to the Keras library

Content

This repository covers the following topics:

• Machine Learning Fundamentals
• Deep Learning
• Deep Learning Applications with Keras
• Final Project: Brain Tumor Detection

Requirements

The following libraries are required to run the project:

• Python 3.x
• Jupyter Notebook
• TensorFlow/Keras
• NumPy
• Pandas
• Matplotlib
• Scikit-learn

Installation

1. Clone the repository:

git clone https://github.com/your-username/Machine_Learning-with-IBM.git

2. Install required libraries:

pip install -r requirements.txt

Usage

To run the project, start Jupyter Notebook:

jupyter notebook

Then you can open and run the relevant notebook file.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Contact

For questions or suggestions, please open an issue or submit a pull request.