MLinside - школа ML | United States America (US)

Create: 2025-05-07 Update: 2025-07-07 04:32:09

Вопросы и задача с собеседований 🔥

В очередной раз подготовили для вас несколько вопросов и задачу, которые могут встретиться на интервью!

💬 Наши ответы опубликуем в пятницу, а сейчас ждём ваших ответов в комментариях!

📌 Вопросы и задача:

1️⃣ Как оценить переобучение без тестовой выборки?

2️⃣ Как быть, если у модели высокий precision, но низкий recall, а заказчик хочет наоборот — максимум охвата, даже ценой ложных срабатываний?

3️⃣ Задача — чему будет равен ROC-AUC для следующих данных и предсказаний? Посчитать руками!

Истинная метка:
1 0 1 1 0
Предсказание модели - метка:
1 1 1 0 0
Предсказание модели - число:
0.9 0.8 0.7 0.4 0.3

#собеседование

MLinside - школа ML

Истинная метка:
1 0 1 1 0
Предсказание модели - метка:
1 1 1 0 0
Предсказание модели - число:
0.9 0.8 0.7 0.4 0.3

#собеседование

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MLinside - школа ML

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Newly uncovered hack campaign in Telegram

The campaign, which security firm Check Point has named Rampant Kitten, comprises two main components, one for Windows and the other for Android. Rampant Kitten’s objective is to steal Telegram messages, passwords, and two-factor authentication codes sent by SMS and then also take screenshots and record sounds within earshot of an infected phone, the researchers said in a post published on Friday.

Вопросы и задача с собеседований 🔥

MLinside - школа ML TG
Webview: 235
Telegram TG Webview: hottg.com/ml_inside/webview
Telegram TG Channel: MLinside - школа ML
Telegram Updated: 2025-07-07 04:32:09

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