Predictive analytics
требуется написание предложения на тему predictive analytics со следующими требованиями:
- предложение должно быть написанно на python с применением framework tensorflow, keras и тп.
- предложение должно работать из cloud (например aws, sagemaker) для возможности быстрого скалирования ресурсов
нужны следуюшие модули:
- social data crawling с возможностю подклучения web forums, twitter, facebook, telegram channels
- закачка данных в DB на cloud (тот-же aws)
- нормализация закаченных данных для обyчения модели
- выевление keywords и keywords cloud из скаченных данных
- pricing data crawling с возможностю подклучения к разным ДБ (например через APIs больших exchanges типа Binance, Bitfinex и тд.)
- закачка данных в DB на cloud (тот-же aws)
- нормализация закаченных данных для обyчения модели
- training + validation: создание data model для кореляции social data и keywords c pricing data с целью виявления сигналов купли / продажи на основании етих данных
- вожможность скачивания данных (social + pricing) в real time и генерирование predictions в виде: buy / sell [crypto token]
- trading bot: с возможностю подклучения к разным exchanges и выполнение transactions на основании predictions (см. выше)
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размеченная база есть?
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нет
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можно полное тз на почту отправить? [email protected]
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Вышлите ТЗ на почту, чтобы точнее понять требования [email protected]
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