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Create: 2023-01-21 Update: 2025-07-09 10:00:15

Восстановление (импутация) данных с помощью Python

На данный момент Python является самым популярным языком программирования, который применяется для анализа данных или в машинном обучении. Сильными сторонами Python являются его модульность и возможность интегрироваться с другими языками программирования.

В науке о данных разведочный анализ данных (exploratory data analysis, EDA) является самым важным этапом в проекте и занимает около 70-80% времени всего проекта. Такой анализ позволяет изучить какие-то свойства данных, найти в них закономерности, аномалии, очистить их, подготовить и построить начальные модели для дальнейшей работы. На этом этапе можно определить вид распределения, оценить основные его параметры, обнаружить выбросы, построить матрицу корреляции признаков и т.д.

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Amazing Python 🐍

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With your “Archived Chats” folder finally hidden from view in the chat list area, if the other party decides to send you a new message, the conversation will pop up again in your regular chat feed. To ensure your conversation remains hidden, mute the conversation in question by following the below instructions.Find your “Archived Chats” folder. If you’ve hidden it from view on your mobile, swipe from the top of the app and release to bring back the folder. Long-tap on the conversation in question and select the “Sound” icon at the top. Select “Disable” to stop worrying the conversation will resurface in the app’s main area. On PC, tap on the hamburger menu in the upper-left corner. Select “Archived chats” at the top to get the conversation you hid. Select the chat in question, right-click on it and opt for the “Mute Notifications” option. Hit “Mute forever” or “Mute for…” and select a time frame that suits your needs.

Восстановление (импутация) данных с помощью Python

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