📚 AI Masterclass: From Zero to Hero

Welcome to the AI Masterclass repository! This comprehensive course takes you from a complete beginner in AI to an advanced practitioner capable of working with state-of-the-art (SOTA) technologies like Large Language Models (LLMs) and Autonomous AI Agents.

🧭 Course Overview

The course is structured into four levels:

1. Foundations of AI (Beginner)

   • Learn the basics of AI, Python programming, and essential math for machine learning.

2. Core AI Concepts (Intermediate)

   • Gain proficiency in machine learning techniques and deep learning fundamentals.

3. Advanced AI Techniques (Advanced)

   • Explore advanced architectures, generative models, NLP, and reinforcement learning.

4. State-of-the-Art AI (Expert)

   • Master LLMs, AI agents, multi-modal systems, and deployment strategies.

🛠️ Tools, Languages, and Frameworks

Languages:

• Python (Primary)
• Javascript
• Dart

Frameworks and Libraries:

• NumPy, Pandas, Matplotlib, etc (Data Processing)
• Scikit-learn (Machine Learning)
• TensorFlow, PyTorch (Deep Learning)
• Hugging Face Transformers (LLMs)
• LangChain, Haystack (Agents)
• Firebase (hosting, DB, etc)
• Flutter (Mobile Apps)

🧪 Projects and Hands-on Labs

This course includes practical, hands-on projects to reinforce learning (All placeholder projects, we'll make cooler stuff):

• Spam Classifier (Beginner) placeholder
• House Price Predictor (Intermediate) placeholder
• Image Classifier and Chatbot (Advanced) placeholder
• Fine-tuned LLM and Multi-Agent System (Expert) placeholder

🚀 Final Project: AI Portfolio

As a final capstone project, you will build a portfolio that includes:

1. A fine-tuned LLM for a custom task. placeholder
2. An autonomous multi-agent system. placeholder
3. A deployed AI application on a cloud platform. placeholder

📖 How to Use this Repository

1. Clone the Repository:

   git clone https://github.com/mhamdanx/ai-masterclass.git
   cd ai-masterclass
   
   

🎯 Learning Outcomes

By the end of this course, you will:

• ✅ Understand the fundamentals of AI and machine learning.
• ✅ Be able to build and deploy deep learning models.
• ✅ Master advanced topics like LLMs, NLP, and autonomous agents.
• ✅ Have a portfolio of AI projects to showcase your skills.

🤝 Connect with Us

• 💼 LinkedIn TBD

• 📧 Email: TBD
• 🌐 Website: AI Masterclass / TBD

📢 Contributing

We welcome contributions to improve this repository! Please open an issue or submit a pull request with your suggestions.