What can you think of using machine learning to help real business? For example, a recommendation system on a movie website that will recommend similar movies on the emotional coloring of reviews of films viewed by the user.

Closed due to the fact that it is necessary to reformulate the question so that it was possible to give an objectively correct answer to the participants insolor , Vladimir Martyanov , ߊߚߤߘ , Suvitruf ♦ , default locale 15 Nov '17 at 3:22 .

The question gives rise to endless debates and discussions based not on knowledge, but on opinions. To get an answer, rephrase your question so that it can be given an unambiguously correct answer, or delete the question altogether. If the question can be reformulated according to the rules set out in the certificate , edit it .

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    The answer to the question is contained in the question itself? - insolor
  • No, this is just an example - user265001
  • @ user265001 yes, because this is the answer. - Vladimir Martyanov
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    Anyone that comes to your mind. The possibilities of MO are endless. - Igor Igoryanych
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    "нужно взять любую фирму и придумать как бы ей помогло МО" - with any fail. We need a company whose management has good contacts with budget distributors. With the right approach, you can get a good profit. - avp

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Any MO task requires a decent dataset, and if a firm has such a dataset, then a variety of options are opened.

Examples:

  • production of anything - if there is a sensor system (sensors) and statistics on failures / abnormal situations, then you can build a model that will predict such situations before they happen
  • quality control (classification) of products using photo / video and the corresponding model
  • prediction of quantity (regression) of orders depending on ...
  • Prediction of the likelihood (classification) of fraud in online orders / financial transactions / credit cards / loans / etc.
  • monitoring complex IT systems / complexes and predicting what will happen "minor or major fuckup"
  • targeted advertising in online stores
  • Adaptive school / university education systems that select individual tasks and even offer a further course of study.
  • what have long been engaged in state. structures - monitoring of social networks and the search (classification) of terrorists and the prediction of mass unrest

etc.