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Kaggle is a data science competition platform and online community for data scientists and machine learning practitioners under Google LLC.Kaggle enables users to find and publish datasets, explore and build models in a web-based data science environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges.
Data-driven models encompass a wide range of techniques and methodologies that aim to intelligently process and analyse large datasets. Examples include fuzzy logic, fuzzy and rough sets for handling uncertainty, [3] neural networks for approximating functions, [4] global optimization and evolutionary computing, [5] statistical learning theory, [6] and Bayesian methods. [7]
Research has been completed on how competition can improve research performance. Companies like JPMorgan Chase also run internal contests involving large numbers of employees. [2] Examples of data science competition platforms include Bitgrit, [3] Correlation One, Kaggle, InnoCentive, Microprediction, [4] AIcrowd, [5] and Alibaba Tianchi. [6]
The FIRST Tech Challenge, formerly FIRST Vex Challenge, is a mid-level robotics competition announced by FIRST on March 22, 2005. According to FIRST, this competition was designed to be a more accessible and affordable option for schools. FIRST has also said that the FIRST Tech Challenge program was created for those of an intermediate skill level.
The M2-Competition was organized in collaboration with four companies and included six macroeconomic series, and was conducted on a real-time basis. Data was from the United States. [1] The results of the competition were published in a 1993 paper. [6] The results were claimed to be statistically identical to those of the M-Competition. [1]
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Petr Mitrichev (left) and Gennady Korotkevich (right), two prominent competitive programmers during the 2013 Yandex algorithm cup.. Competitive programming or sport programming is a mind sport involving participants trying to program according to provided specifications.