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What Is a Machine Learning Algorithm?

What is Machine Learning and what can it do? In reinforcement learning, the environment is typically represented as a Markov decision process (MDP). Many reinforcements learning algorithms use dynamic programming techniques.[53] Reinforcement learning algorithms do not assume knowledge of an exact mathematical model of the MDP and are used when exact models are infeasible. Reinforcement …

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What is Natural Language Understanding NLU?

How chatbots use NLP, NLU, and NLG to create engaging conversations The process of extracting targeted information from a piece of text is called NER. E.g., person names, organizations, locations, medical codes, time expressions, quantities, monetary values, percentages, etc. The input can be any non-linguistic representation of information and the output can be any text …

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