Golgappa.net | Golgappa.org | BagIndia.net | BodyIndia.Com | CabIndia.net | CarsBikes.net | CarsBikes.org | CashIndia.net | ConsumerIndia.net | CookingIndia.net | DataIndia.net | DealIndia.net | EmailIndia.net | FirstTablet.com | FirstTourist.com | ForsaleIndia.net | IndiaBody.Com | IndiaCab.net | IndiaCash.net | IndiaModel.net | KidForum.net | OfficeIndia.net | PaysIndia.com | RestaurantIndia.net | RestaurantsIndia.net | SaleForum.net | SellForum.net | SoldIndia.com | StarIndia.net | TomatoCab.com | TomatoCabs.com | TownIndia.com
Interested to Buy Any Domain ? << Click Here >> for more details...


What are standardization and normalisation?



What are standardization and normalisation?..

Answer / Shobhit Johri

Standardization (z-score standardization) is a process of rescaling numerical data so that it has a mean of 0 and a standard deviation of 1. Normalization, on the other hand, scales data to a specific range, often between 0 and 1. Both methods are used to make the distributions of features more comparable for machine learning algorithms.

Is This Answer Correct ?    0 Yes 0 No

Post New Answer

More AI Machine Learning Interview Questions

Explain the difference between a generative and discriminative model?

1 Answers  


Tell us what's the difference between type I and type ii error?

1 Answers  


Give a popular application of machine learning that you see on day to day basis?

1 Answers  


Explain the function of Supervised Learning?

1 Answers  


What is Training set in machine learning?

1 Answers  


Why instance based learning algorithm sometimes referred as lazy learning algorithm?

1 Answers  


Explain the difference between bias and variance?

1 Answers  


Explain the two components of Bayesian logic program?

1 Answers  


Explain what is precision and Recall?

1 Answers  


What is calibration in machine learning?

1 Answers  


What is the difference between machine learning vs data mining?

1 Answers  


What is machine learning 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)