🧠 Day 36 of #100DaysOfCode in Python: Stepping into the World of Machine Learning

Welcome to Day 36! Today, we embark on an exciting journey into the world of machine learning (ML), a pivotal field in artificial intelligence that teaches computers to learn from and make decisions based on data.

1. Introduction to Machine Learning

Machine Learning is a branch of artificial intelligence that involves the development of algorithms and statistical models that enable computers to perform tasks without explicit programming. Instead, these systems learn and make predictions or decisions based on data.

2. Types of Machine Learning

Machine Learning can be broadly categorized into three types:

• Supervised Learning: The algorithm learns from labeled training data, helping predict outcomes for unforeseen data. Example tasks include classification and regression.
• Unsupervised Learning: The algorithm learns from unlabeled data and identifies patterns and relationships within. Common tasks include clustering and dimensionality reduction.
• Reinforcement Learning: The algorithm learns to make decisions by performing actions in an environment to achieve a goal.

3. The Machine Learning…