Journals




  • Journal of Machine Learning Research
  • Machine Learning
  • Nature Machine Intelligence
  • Neural Computation

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Machine learning

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Machine learning ( ML ) is the study of computer algorithms that improve automatically through experience. It is seen as a subset of artificial intelligence. Machine learning algorithms build a model based on sample data, known as "training data", in order to make predictions or decisions without being explicitly programmed to do so. Machine learning algorithms are used in a wide variety of applications, such as email filtering and computer vision, where it is difficult or unfeasible to develop conventional algorithms to perform the needed tasks. A subset of machine learning is closely related to computational statistics, which focuses on making predictions using computers; but not all machine learning is statistical learning. The study of mathematical optimization delivers methods, theory and application domains to the field of machine learning. Data mining is a related field of study, focusing on exploratory data analysis through unsupervised learning. In its application a...
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19)Republic Day 2021: Virat Kohli, Saina Nehwal Lead Would like Republic Day 2021, Surat Woman's 10, 000-Km Articulated vehicle Drive To Promote PM's Vision

India Republic Day -- Several sportspersons posted their particular wishes on the occasion connected with India's 72nd Republic Morning, including Virat Kohli, Saina Nehwal, and Ajinkya Rahane among others. India celebrates it is 72nd Republic Day with Tuesday and sportspersons got to social media to extend their particular wish on the momentous special occasion. "The future depends on what we do today. Let's be the strength of our nation and help it reach greater heights. Wishing everyone a Happy Republic Morning. Jai Hind, " composed the captain of the Native indian cricket team, Virat Kohli. "Happy 72nd Republic Morning, " wrote badminton superstar Saina Nehwal. The Table of Control for Crickinfo in India (BCCI) in addition posted greetings on the special occasion. "The BCCI wishes anyone all a very Happy Republic Day, " tweeted often the cricket board. India crickinfo player Yuzvendra Chahal and better half Dhanashree Verma danced to your s...
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Approaches

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Types of learning algorithms edit The types of machine learning algorithms differ in their approach, the type of data they input and output, and the type of task or problem that they are intended to solve. Supervised learning edit Supervised learning algorithms build a mathematical model of a set of data that contains both the inputs and the desired outputs. The data is known as training data, and consists of a set of training examples. Each training example has one or more inputs and the desired output, also known as a supervisory signal. In the mathematical model, each training example is represented by an array or vector, sometimes called a feature vector, and the training data is represented by a matrix. Through iterative optimization of an objective function, supervised learning algorithms learn a function that can be used to predict the output associated with new inputs. An optimal function will allow the algorithm to correctly determine the output for inputs that were not a par...
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