Category: AI Interview Q

Below are the top five programming languages that are widely used for the development of Artificial Intelligence: Python Java Lisp R Prolog Among the above five languages, Python is the most used language for AI development due to its simplicity and availability of lots of libraries, such as Numpy, Pandas, etc.

Deep learning is a subset of Machine learning that mimics the working of the human brain. It is inspired by the human brain cells, called neurons, and works on the concept of neural networks to solve complex real-world problems. It is also known as the deep neural network or deep neural learning. Some real-world applications of… Continue reading What is Deep Learning, and how is it used in real-world?

Q-learning is a popular algorithm used in reinforcement learning. It is based on the Bellman equation. In this algorithm, the agent tries to learn the policies that can provide the best actions to perform for maximining the rewards under particular circumstances. The agent learns these optimal policies from past experiences. In Q-learning, the Q is… Continue reading Explain the term “Q-Learning.”

Machine Learning can be mainly divided into three types: Supervised Learning: Supervised learning is a type of Machine learning in which the machine needs external supervision to learn from data. The supervised learning models are trained using the labeled dataset. Regression and Classification are the two main problems that can be solved with Supervised Machine Learning. Unsupervised Learning: It is a… Continue reading What are the types of Machine Learning?

AI covers lots of domains or subsets, and some main domains are given below: Machine Learning Deep Learning Neural Network Expert System Fuzzy Logic Natural Language Processing Robotics Speech Recognition. 

Artificial intelligence can be divided into different types on the basis of capabilities and functionalities. Based on Capabilities: Weak AI or Narrow AI: Weak AI is capable of performing some dedicated tasks with intelligence. Siri is an example of Weak AI. General AI: The intelligent machines that can perform any intellectual task with efficiency as a human.… Continue reading What are the types of AI?

The difference between AI, ML, and Deep Learning is given in the below table: Artificial Intelligence Machine Learning Deep Learning The term Artificial intelligence was first coined in the year 1956 by John McCarthy. The term ML was first coined in the year 1959 by Arthur Samuel. The term DL was first coined in the year 2000 Igor… Continue reading How AI, ML, and Deep Learning differ from each other?

There are various real-world applications of AI, and some of them are given below: Google Search Engine: When we start writing something on the google search engine, we immediately get the relevant recommendations from google, and this is because of different AI technologies. Ridesharing Applications: Different ride-sharing applications such as Uber uses AI and machine learning to determine… Continue reading Give some real-world applications of AI.

The goal of Artificial intelligence is to create intelligent machines that can mimic human behavior. We need AI for today’s world to solve complex problems, make our lives more smoothly by automating the routine work, saving the manpower, and to perform many more other tasks.

Artificial intelligence is computer science technology that emphasizes creating intelligent machine that can mimic human behavior. Here Intelligent machines can be defined as the machine that can behave like a human, think like a human, and also capable of decision making. It is made up of two words, “Artificial” and “Intelligence,” which means the “man-made… Continue reading What do you understand by Artificial Intelligence?