What is the difference between abductive, deductive, and inductive machine learning?

Abductive machine learning is when you derive conclusions according to different instances. Its basis is deep neural networks. In deductive machine learning, you first obtain the result and improve it according to your past results. The machine learning algorithm, in this case, uses a decision tree. Inductive machine learning learns from a group of instances … Read more

What is Machine Learning?

Machine learning (ML) is the study of algorithms and models, which computers use for performing specific tasks without having particular instructions. It is a subset of artificial Intelligence and enables a machine to learn from its experience. In ML, computers can access data and use it to advance their knowledge of the problem. A succinct … Read more

Can you state some applications of fuzzy logic?

Fuzzy logic finds applications in multiple industries. Subway systems, uncrewed vehicles, air conditioners, vacuum cleaners, project risk assessment, and facial pattern recognition are just some of the areas which use fuzzy logic. Certainly! Here are some applications of fuzzy logic: Control Systems: Fuzzy logic is widely used in control systems for various applications such as … Read more

What is the relationship between AI and game theory?

Game Theory is a specialized branch of mathematics that deals with opposing players trying to achieve a particular set of goals. It’s about choosing from a group of rational choices when you have multiple agents. Experts use this algorithm in AI when they have various agents in a problem. The relationship between artificial intelligence (AI) … Read more

What do you know about FOPL?

It’s one of the critical AI interview questions, so be sure to prepare it. FOPL stands for First-Order Predicate Logic. It’s a collection of formal systems, and each statement has a subject and a predicate. A predicate can have only one subject, and it has the ability to modify the subject. FOPL stands for First-Order … Read more