What is ML ?
- ML (Machine Learning) is a way for computers to learn from data instead of being told exactly what to do.
- Simply Input historical data to computer machines and from them predict future results. So computer machine follow the algorithm we code based on past results and follow that pattern to predict future aspects.
Where ML Fits In ?
AI means creating intelligent machines that mimic human behaviors (human thinking pattern).
- Al: The broadest concept of creating intelligent machines.
- ML: A subset of Al where machines learn from data without being explicitly programmed.
- Deep Learning (DL): A subset of ML that uses deep neural networks to handle complex patterns.
- Generative Al: A subset of DL focused on creating new data.
Recommendation Systems ?
A recommendation engine is a system that suggests items (like movies, products, or news) to users based on their past behavior and preferences, or the behavior of similar users. It helps you discover things you might like but haven't found yet.
What ML can do ?