Introduction to Machine Learning: Creating Your First Model
What is Machine Learning? Machine Learning is a field of artificial intelligence that enables computers to learn from data without being explicitly programmed. Types of Machine Learning Machine learning is broadly classified into three categories: Supervised Learning: Learning from labeled data Unsupervised Learning: Finding patterns in unlabeled data Reinforcement Learning: Learning optimal behavior through rewards Environment Setup Install the necessary libraries to get started with machine learning: pip install numpy pandas scikit-learn matplotlib Essential Libraries The role of each library: ...