Welcome to Day 1 of the 30 Day ML Challenge! Today we'll explore the fundamentals of machine learning and understand why it's revolutionizing every industry.
What is Machine Learning?
Machine Learning is a subset of artificial intelligence that enables systems to learn and improve from experience without being explicitly programmed. Instead of writing rules, we feed data to algorithms that learn patterns.
Types of Machine Learning
There are three main types: Supervised Learning (learning from labeled data), Unsupervised Learning (finding patterns in unlabeled data), and Reinforcement Learning (learning through trial and error).
Today's Challenge
Set up your Python environment with NumPy, Pandas, and Scikit-learn. Tomorrow we'll dive into our first dataset!