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⚡️ Python — универсальный инструмент!

Если ты только начинаешь путь в программировании или хочешь углубиться в аналитику, ИИ, веб или бэкенд — знай: Python уже там.

⚙️ Обработка данных:
📊 Pandas — трансформация и очистка.
🔢 NumPy — численные расчёты.
📉 Matplotlib / Seaborn — визуализация данных.

🧠 Машинное и глубокое обучение:
📈 Scikit-learn — классическое ML.
🧬 TensorFlow / PyTorch — нейросети и дип-обучение.
🧩 Keras — построение моделей нейросетей.

🌐 Разработка и работа с вебом:
🧱 Flask / Django — создание сайтов и сервисов.
📦 SQLAlchemy — база данных без боли.
🔌 FastAPI — быстрое создание API.
🕸 BeautifulSoup / Scrapy — парсинг и веб-скрапинг.

🧠 Искусственный интеллект и CV:
🧾 NLTK / spaCy — работа с естественным языком.
👁 OpenCV — компьютерное зрение.
🖼 PIL / Pillow — обработка изображений.

🚀 Работа с big data и аналитикой:
⚙️ PySpark — обработка больших данных.
📒 Jupyter — исследования и интерактивные ноутбуки.

💡 Один язык — десятки направлений и сотни библиотек в помощь. Освой его, и тебе откроются любые горизонты в IT.

#python #doc #cheatsheet

[PYTHON:TODAY]
⚡️ Python — универсальный инструмент!

Если ты только начинаешь путь в программировании или хочешь углубиться в аналитику, ИИ, веб или бэкенд — знай: Python уже там.

⚙️ Обработка данных:
📊 Pandas — трансформация и очистка.
🔢 NumPy — численные расчёты.
📉 Matplotlib / Seaborn — визуализация данных.

🧠 Машинное и глубокое обучение:
📈 Scikit-learn — классическое ML.
🧬 TensorFlow / PyTorch — нейросети и дип-обучение.
🧩 Keras — построение моделей нейросетей.

🌐 Разработка и работа с вебом:
🧱 Flask / Django — создание сайтов и сервисов.
📦 SQLAlchemy — база данных без боли.
🔌 FastAPI — быстрое создание API.
🕸 BeautifulSoup / Scrapy — парсинг и веб-скрапинг.

🧠 Искусственный интеллект и CV:
🧾 NLTK / spaCy — работа с естественным языком.
👁 OpenCV — компьютерное зрение.
🖼 PIL / Pillow — обработка изображений.

🚀 Работа с big data и аналитикой:
⚙️ PySpark — обработка больших данных.
📒 Jupyter — исследования и интерактивные ноутбуки.

💡 Один язык — десятки направлений и сотни библиотек в помощь. Освой его, и тебе откроются любые горизонты в IT.

#python #doc #cheatsheet
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⚡️ Python — универсальный инструмент!

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