Tell me what is supervised versus unsupervised learning?
Answer / Raj Bhupan Pandey
Supervised learning involves training a model on labeled data, where the correct answers are provided. The goal is to learn a mapping between inputs and outputs. Examples include classification and regression problems. In contrast, unsupervised learning deals with unlabeled data, meaning there are no pre-defined labels. The goal is to discover patterns or structure within the data, such as clustering or dimensionality reduction.
| Is This Answer Correct ? | 0 Yes | 0 No |
What is the difference between probability and likelihood?
What is the confusion matrix in machine learning?
How would you use fl score?
Explain the difference between a generative and discriminative model?
What is Genetic Programming?
What are the areas in robotics and information processing where sequential prediction problem arises?
What is a bayesian model?
Tell us what is the difference between supervised and unsupervised machine learning?
Explain me machine learning in to a layperson?
What cross-validation technique would you use on a time series dataset?
What is pruning in decision trees?
Define kernel svm?
AI Algorithms (74)
AI Natural Language Processing (96)
AI Knowledge Representation Reasoning (12)
AI Robotics (183)
AI Computer Vision (13)
AI Neural Networks (66)
AI Fuzzy Logic (31)
AI Games (8)
AI Languages (141)
AI Tools (11)
AI Machine Learning (659)
Data Science (671)
Data Mining (120)
AI Deep Learning (111)
Generative AI (153)
AI Frameworks Libraries (197)
AI Ethics Safety (100)
AI Applications (427)
AI General (197)
AI AllOther (6)