Artificial intelligence (AI) is a branch of computer science and engineering concerned with creating intelligent agents based on algorithms. AI systems give computers human-like learning capabilities and the ability to adapt strategies to solve problems such as speech recognition, computer vision and natural language understanding.
AI research encompasses many areas, such as natural language processing, robot learning and planning, computer vision and data mining.It is an umbrella term for a range of technologies that have the ability to learn, reason and make decisions based on their environment including how humans think, act and learn.
Machine learning is a subfield of computer science that provides methods, tools and techniques for problem-solving based on data. Machine learning encompasses the entire spectrum of knowledge representation and inference, from algorithms to application development
The goal of machine learning is to enable computers to learn for themselves by analyzing large amounts of data and making predictive models from that data. This has the potential to make complex problems much simpler, as well as lead to new insights and applications.
Difference between Artificial Intelligence and Machine Learning
Artificial Intelligence and Machine Learning are two closely related fields that are almost always used in combination.
Artificial Intelligence (AI) and Machine Learning are two broad categories that deal with the pursuit of artificial intelligence. AI is considered the field where computers are programmed to learn and make decisions based on their own experience, whereas machine learning refers to techniques that help a computer make predictions by analyzing data it has already gathered.
AI and ML are often used interchangeably, but there are some fundamental differences between them. AI is a field of computer science that includes artificial general intelligence while machine learning is simply an advanced form of AI where computers or robots can learn without being explicitly programmed by a human being or programmer