Welcome to the AI-ML-Playground repository! This space is dedicated to helping beginners dive into Artificial Intelligence and Machine Learning through hands-on projects. Get Started with the Project List
In this repository, you will find a collection of beginner-friendly AI and ML projects designed to help you learn and grow your skills. Each project is organized into its folder and includes everything you need to build a fully functional AI/ML application.
- Project Folders: Each project has a repository containing all the necessary files and resources.
- YouTube Tutorials: Every project is accompanied by a detailed YouTube tutorial that guides you through the entire process, from start to finish.
- ML Model Development Life Cycle: For each project, you'll follow the complete ML model development life cycle, including:
- Problem Definition
- Data Collection and Preparation
- Model Selection
- Model Training and Evaluation
- Model Deployment
- Backend API: Learn how to create backend APIs for your models using popular frameworks.
- Frontend: Simple frontend implementations to interact with your AI/ML models.
Each project is designed to provide a practical, real-world application of AI and ML concepts. As you work through these projects, you will:
- Gain a solid understanding of the fundamental principles of AI and ML.
- Learn how to preprocess and clean data.
- Understand how to select and train models.
- Develop skills in evaluating model performance.
- Get hands-on experience in deploying models and creating APIs.
- Build simple frontends to interact with your AI/ML applications.
- Select the Project: Choose a project you are interested in from the table. It will redirect you to the correct repository.
- Follow the YouTube Tutorial: Open the YouTube tutorial linked in the project's README file and follow along.
- Run the Code: Execute the code in your local environment, following the instructions in the tutorial and README file.
- Experiment and Learn: Modify the code, experiment with different approaches, and learn by doing!
🔥 Ready to start your AI/ML journey? 👊
👇 Check out the list of projects and pick one that excites you. Happy coding! 😎
| Project Name | Difficulty | Description | Repository Link | YouTube Tutorial |
|---|---|---|---|---|
| Chatbot with OpenAI API | Easy | Simple Chatbot in your terminal | Repo | Tutorial |
| Piper with Python | Medium | Text-to-Speech with Piper using Python | Repo | Tutorial |
| MalDitectist | Advanced | Malware Detection using ML and DL | Repo | Tutorial |
| Chatbot with Gemini API | Easy | Coming Soon!!! | Repo | Tutorial |
| Custom AI Assistant | Advanced | Coming Soon!!! | Repo | Tutorial |