Question
Which of the following algorithms is commonly used in
Machine Learning for clustering tasks?Solution
K-Means is a popular clustering algorithm in machine learning that groups data points into 'k' clusters based on their similarities. The algorithm works by initializing 'k' cluster centroids, assigning each data point to the nearest centroid, and iteratively updating the centroids until the clusters are optimized. K-Means is commonly used in tasks such as market segmentation, image compression, and pattern recognition. Unlike classification algorithms like K-Nearest Neighbors or Logistic Regression, K-Means does not require labeled data.
With reference to the IMF Bailouts, consider the following statements:
I. Countries seek help from the IMF u...
Dilip Asbe is the Chariman of which of the following organization?
Which of the following becomes 1st country to purchase BrahMos Supersonic Cruise Missile System from India?
World Customs Organization (WCO) was established in?
Where are the headquarters of Zomato?
Who is the author of the book “ Nuclearization of Asia? ”
The Government of India has recently sanctioned and notified the Scheme for the amalgamation of the Punjab and Maharashtra Co-operative Bank Ltd. (PMC B...
Goods and Services Tax in India is modeled after which of the following country?
Government has raised status of Power Finance Corporation Ltd. (P. F. C.L) from 'Navratna' to 'Maharatna' psu ion which year?
________ include fees or commission received for arranging or entering into financial lease contracts. This also includes fees received directly or dedu...
