Machine learning (ML) is a branch of artificial intelligence (AI) and computer science that focuses on using data and algorithms to imitate how humans learn, gradually improving its accuracy. Machine learning is devoted to understanding and building methods to leverage data to improve performance on some tasks. Machine learning is an essential component of the growing field of data science.
Machine learning algorithms build a model based on sample data, known as training data, to make predictions or decisions without being explicitly programmed to do so. Through statistical methods, algorithms are trained to make classifications or predictions, uncovering important insights within data mining projects. These insights subsequently drive decision-making within businesses and applications, ideally impacting key growth metrics.
As big data continues to expand and grow, the market demand for data scientists will increase, requiring them to assist in identifying the most relevant business questions and subsequently the data to answer them.t is machine learning?