Unit No. 1 Introduction to ML
Machine Learning – Unit 1 Blog (Based on introductory concepts typically covered in Unit 1 PPT) Introduction to Machine Learning In today’s data-driven world, organizations generate massive amounts of data every second. Extracting meaningful insights from this data manually is difficult and time-consuming. This is where Machine Learning (ML) plays a vital role. Machine Learning is a branch of Artificial Intelligence that enables computers to learn from data and improve their performance without being explicitly programmed. In simple terms: Machine Learning allows systems to learn from experience and make predictions or decisions automatically. Why Machine Learning? Traditional programming follows this approach: Data + Rules → Output But in many real-world problems, writing rules is difficult. Machine Learning changes the approach: Data + Output → Model (Learning) New Data + Model → Predicted Output Applications of Machine Learning Email spam detection Recommendation systems (N...