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In fraud detection, using an exclusively blackbox-based ML platform means that you, as its user, are not fully aware of its inner machinations – so you cannot know whether it works for you and your needs. Neither will you be able to change the parameters and decision trees it uses in order to reach its [...]

К сожалению, некоторые методы сильно устарели к настоящему времени. Составлять рейтинги лучших материалов по тестированию ПО – дело неблагодарное. Во-первых, информация быстро устаревает, и то, что вчера было актуально для QA, сегодня становится ископаемым. Во-вторых, что для тестирования на Java хорошо, то, к примеру, для Ruby не сработает. Вторую часть пособия занимают перспективные методы, связанные [...]

The state-of-the-art, large commercial language model licensed to Microsoft, OpenAI’s GPT-3 is trained on massive language corpora collected from across the web. Unless society, humans, and technology become perfectly unbiased, word embeddings and NLP will be biased. Accordingly, we need to implement mechanisms to mitigate the short- and long-term harmful effects of biases on society [...]

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