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Machine Learning In 2021

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 INTRODUCTION  "If Analytics is the engine, then Data is the 21st century fuel," says Simon Quinton. Businesses would be unable to unearth beneficial insights that may help them streamline their operations if they did not have access to data. Improved customer happiness and personalization will be impossible without customer data. Once upon a time only companies had data, nowadays the data is continuously getting Bigger. So the theory to process such a huge volume of data and turn it into knowledge is the need of the Universe. To solve this problem, Machine Learning came up with the combination of statistics and knowledge representation. Machine learning is the systematic study of algorithms and systems that improve their knowledge or performance with experience. Artificial Intelligence and Data Science As per Wikipedia definition AI is defined as the study of "intelligent agents" : any device that perceives its environment and takes actions that maximize its chanc