Differentiate supervised and unsupervised machine learning.



Differentiate supervised and unsupervised machine learning...

Answer / Ram Bhardwaj

Supervised learning involves training a model using labeled data, meaning the input data has predefined outputs or answers. The goal is to learn a mapping function between inputs and outputs so that the model can predict the output for new, unseen data. On the other hand, unsupervised learning works with unlabeled data where the model identifies patterns and structures in the data without any predefined labels.

Is This Answer Correct ?    0 Yes 0 No

Post New Answer

More AI Machine Learning Interview Questions

What is the meaning of overfitting in machine learning?

1 Answers  


What is Perceptron in Machine Learning?

1 Answers  


Differentiate between data science, machine learning and ai.

1 Answers  


Explain the decision tree classification?

1 Answers  


Describe the classifier in machine learning.

1 Answers  


What is regression in machine learning?

1 Answers  


Describe dimension reduction in machine learning.

1 Answers  


What do you understand by Eigenvectors and Eigenvalues?

1 Answers  


What is decision tree classification?

1 Answers  


Explain Classification and Regression?

1 Answers  


What is meant by naive bayes classifier?

1 Answers  


What is reasoning and its types in artificial intelligence?

1 Answers  


Categories
  • AI Algorithms Interview Questions AI Algorithms (74)
  • AI Natural Language Processing Interview Questions AI Natural Language Processing (96)
  • AI Knowledge Representation Reasoning Interview Questions AI Knowledge Representation Reasoning (12)
  • AI Robotics Interview Questions AI Robotics (183)
  • AI Computer Vision Interview Questions AI Computer Vision (13)
  • AI Neural Networks Interview Questions AI Neural Networks (66)
  • AI Fuzzy Logic Interview Questions AI Fuzzy Logic (31)
  • AI Games Interview Questions AI Games (8)
  • AI Languages Interview Questions AI Languages (141)
  • AI Tools Interview Questions AI Tools (11)
  • AI Machine Learning Interview Questions AI Machine Learning (659)
  • Data Science Interview Questions Data Science (671)
  • Data Mining Interview Questions Data Mining (120)
  • AI Deep Learning Interview Questions AI Deep Learning (111)
  • Generative AI Interview Questions Generative AI (153)
  • AI Frameworks Libraries Interview Questions AI Frameworks Libraries (197)
  • AI Ethics Safety Interview Questions AI Ethics Safety (100)
  • AI Applications Interview Questions AI Applications (427)
  • AI General Interview Questions AI General (197)
  • AI AllOther Interview Questions AI AllOther (6)