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Artificial Intelligence and Machine Learning Questions and Answers

Frequently asked questions and answers of Artificial Intelligence and Machine Learning in Computer Science to enhance your skills, knowledge on the selected topic. We have compiled the best Artificial Intelligence and Machine Learning Interview question and answer, trivia quiz, mcq questions, viva question, quizzes to prepare. Download Artificial Intelligence and Machine Learning FAQs in PDF form online for academic course, jobs preparations and for certification exams .

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Interview Questions and Answers of Artificial Intelligence and Machine Learning

Introduction to Artificial Intelligence ()
  • What is Artificial Intelligence (AI)?
  • What are the types of AI?
  • What are the main areas of AI?
  • What is Machine Learning (ML)?
  • What is Deep Learning?
History and Evolution of AI ()
  • What is Artificial Intelligence (AI) and when did it begin?
  • Who is considered the "father" of AI?
  • What was the Dartmouth Conference and its significance?
  • What are the main early milestones in AI history?
  • What is the Turing Test, and why is it important in AI history?
Types of AI (Weak AI, Strong AI, AGI, ASI) ()
  • What is Weak AI?
  • What is Strong AI?
  • What is the difference between Weak AI and Strong AI?
  • What is Artificial General Intelligence (AGI)?
  • What is Artificial Superintelligence (ASI)?
Machine Learning vs. Deep Learning vs. AI ()
  • What is transfer learning in Deep Learning?
  • What is the difference between AI and traditional programming?
  • What are the components of an AI system?
  • What is reinforcement learning used for in AI?
  • How does Deep Learning improve image recognition?
Types of Machine Learning (Supervised, Unsupervised, Reinforcement) ()
  • What are the three main types of Machine Learning?
  • What is supervised learning?
  • What is unsupervised learning?
  • What is reinforcement learning?
  • How is supervised learning different from unsupervised learning?
Supervised Learning Algorithms ()
  • What is supervised learning?
  • What is a classification problem in supervised learning?
  • What is a regression problem in supervised learning?
  • Can you name some commonly used supervised learning algorithms?
  • How does Linear Regression work?
Unsupervised Learning Algorithms ()
  • What is unsupervised learning?
  • Can you give some examples of unsupervised learning algorithms?
  • What is clustering in unsupervised learning?
  • What is the K-means algorithm?
  • How do you determine the number of clusters (K) in K-means?
Reinforcement Learning ()
  • What is reinforcement learning?
  • What are the key components of reinforcement learning?
  • What is the difference between supervised learning and reinforcement learning?
  • What is the reward signal in reinforcement learning?
  • What is a policy in reinforcement learning?
Linear Regression ()
  • What is the F-test in linear regression?
  • What is a confidence interval in linear regression?
  • How do you deal with multicollinearity in multiple linear regression?
  • What is the residual sum of squares (RSS)?
  • What is the significance of feature scaling in linear regression?
Logistic Regression ()
  • What is logistic regression?
  • How does logistic regression differ from linear regression?
  • What is the logistic function (sigmoid function)?
  • What does the output of logistic regression represent?
  • What is the cost function used in logistic regression?
Decision Trees ()
  • What is a decision tree?
  • How does a decision tree work?
  • What is the purpose of a decision tree in machine learning?
  • What are the types of decision trees?
  • What are the advantages of decision trees?
Random Forests ()
  • What is a Random Forest?
  • How does a Random Forest work?
  • What are the advantages of Random Forests?
  • What are the disadvantages of Random Forests?
  • How does Random Forest handle overfitting?

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Frequently Asked Questions and Answers on Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning Interview Question and Answer in PDF form Online

Artificial Intelligence and Machine Learning Questions with Answers

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