*🤖 Master Artificial Intelligence (AI) :* The AI Tree 👇 | |── *Foundations* | ├── Math – Linear Algebra, Calculus, Probability | ├── Statistics – Descriptive & Inferential | └── Programming – Python (NumPy, Pandas) | |── *Machine Learning (ML)* | ├── Supervised Learning – Regression, Classification | ├── Unsupervised – Clustering, Dimensionality Reduction | └── Algorithms – SVM, KNN, Decision Trees, Random Forest | |── *Deep Learning (DL)* | ├── Neural Networks (ANN, CNN, RNN) | ├── Frameworks – TensorFlow, PyTorch, Keras | ├── Transfer Learning | └── Hyperparameter Tuning | |── *Natural Language Processing (NLP)* | ├── Text Preprocessing – Tokenization, Stopwords | ├── Models – BERT, GPT, LLMs | └── Tasks – Translation, Sentiment, Chatbots | |── *Computer Vision* | ├── Image Classification / Object Detection | ├── OpenCV / YOLO / CNNs | └── Face & Gesture Recognition | |── *Reinforcement Learning* | ├── Agents, Rewards, Environments | ├── Q-Learning | └── Deep Q-Networks (DQN) | |── *AI Ethics & Safety* | ├── Bias & Fairness | ├── Explainability (XAI) | └── Responsible AI | |── *Tools & Libraries* | ├── Scikit-learn | ├── OpenAI APIs / Hugging Face | └── MLflow / Weights & Biases ||── *Deployment & MLOps* | ├── Model Serving – Flask, FastAPI | ├── Docker / Kubernetes | └── CI/CD & Monitoring | |── *Popular Projects* | ├── Image Classifier | ├── Chatbot with GPT | └── Movie Recommendation System | |── *Best Practices* | ├── Reproducible Code | ├── Data Versioning | └── Interpretability | |── END __ 💬 *Double Tap ❤️ for more!*