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There is more than 200 courses available on Maktabkhooneh for free. The "ocw.um.ac.ir (Persian: سامانه فیلم های آموزشی دانشگاه فردوسی مشهد)" is an online educational platform in Iran which provides free online courses from Ferdowsi University of Mashhad in Iran. The motto of the ocw.um.ac.ir is "Making ...
The competitive ratio of an online problem is the best competitive ratio achieved by an online algorithm. Intuitively, the competitive ratio of an algorithm gives a measure on the quality of solutions produced by this algorithm, while the competitive ratio of a problem shows the importance of knowing the future for this problem.
In 2018, students of fast.ai participated in the Stanford’s DAWNBench challenge alongside big tech companies such as Google and Intel.While Google could obtain an edge in some challenges due to its highly specialized TPU chips, the CIFAR-10 challenge was won by the fast.ai students, programming the fastest and cheapest algorithms.
In computer science, online machine learning is a method of machine learning in which data becomes available in a sequential order and is used to update the best predictor for future data at each step, as opposed to batch learning techniques which generate the best predictor by learning on the entire training data set at once. Online learning ...
An algorithm is an effective method expressed as a finite list [3] of well-defined instructions [4] for calculating a function. [5] Starting from an initial state and initial input (perhaps empty ), [ 6 ] the instructions describe a computation that, when executed , proceeds through a finite [ 7 ] number of well-defined successive states ...
Algorithms Unlocked is a book by Thomas H. Cormen about the basic principles and applications of computer algorithms. [1] The book consists of ten chapters, and deals with the topics of searching, sorting, basic graph algorithms, string processing, the fundamentals of cryptography and data compression, and an introduction to the theory of computation.
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Computer vision – Algorithms for identifying three-dimensional objects from a two-dimensional picture. Soft computing , the use of inexact solutions for otherwise extremely difficult problems: Machine learning - Development of models that are able to learn and adapt without following explicit instructions, by using algorithms and statistical ...