What is Machine Learning?
Machine learning is a subset of artificial intelligence that enables systems to learn from data, identify patterns, and make decisions with minimal human intervention. 📈
Types of Machine Learning
Supervised Learning 📊
Uses labeled data to train models (e.g., classification, regression).Unsupervised Learning 🔍
Finds hidden patterns in unlabeled data (e.g., clustering, dimensionality reduction).Reinforcement Learning 🎮
Learns by interacting with an environment through trial and error.
Key Concepts in Learning Process
- Training Data 📁
- Model Evaluation 📊
- Hyperparameter Tuning 🔧
Common Algorithms
- Decision Trees 🌳
- Neural Networks 🧠
- Support Vector Machines (SVM) 📌
Applications of Machine Learning
- Healthcare 💊
- Finance 💰
- Recommendation Systems 🎯
For deeper insights, explore our Machine Learning Overview guide. 🚀