pythoncode-tutorials

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# Уроки по Python
Это репозиторий со всеми уроками сайта [The Python Code](https://www.thepythoncode.com).
## Список уроков
- ### [Этический хакинг](https://www.thepythoncode.com/topic/ethical-hacking)
    -  ### [Scapy](https://www.thepythoncode.com/topic/scapy)
        - [Начало работы со Scapy: инструмент для управления сетью на Python](https://www.thepythoncode.com/article/getting-started-with-scapy)
        - [Создание ARP-спуфера](https://www.thepythoncode.com/article/building-arp-spoofer-using-scapy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/arp-spoofer))
        - [Обнаружение ARP-спуфинг-атак](https://www.thepythoncode.com/article/detecting-arp-spoof-attacks-using-scapy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/arp-spoof-detector))
        - [Как сделать DHCP-слушатель с помощью Scapy в Python](https://www.thepythoncode.com/article/dhcp-listener-using-scapy-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/dhcp_listener))
        - [Генератор фальшивых точек доступа](https://www.thepythoncode.com/article/create-fake-access-points-scapy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/fake-access-point))
        - [Принудительное отключение устройства с помощью Scapy в Python](https://www.thepythoncode.com/article/force-a-device-to-disconnect-scapy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/network-kicker))
        - [Простой сетевой сканер](https://www.thepythoncode.com/article/building-network-scanner-using-scapy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/network-scanner))
        - [Создание DNS-спуфера](https://www.thepythoncode.com/article/make-dns-spoof-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/dns-spoof))
        - [Как перехватывать HTTP-пакеты в сети с помощью Scapy в Python](https://www.thepythoncode.com/article/sniff-http-packets-scapy-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/http-sniffer))
        - [Как создать WiFi-сканер на Python с помощью Scapy](https://www.thepythoncode.com/article/building-wifi-scanner-in-python-scapy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/wifi-scanner))
        - [Как выполнить SYN-флуд-атаку в Python](https://www.thepythoncode.com/article/syn-flooding-attack-using-scapy-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/syn-flood))
        - [Как внедрять код в HTTP-ответы в сети на Python](https://www.thepythoncode.com/article/injecting-code-to-html-in-a-network-scapy-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/http-code-injector))
        - [Как выполнять подмену IP-адресов в Python](https://thepythoncode.com/article/make-an-ip-spoofer-in-python-using-scapy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/ip-spoofer))
        - [Как увидеть скрытые Wi-Fi сети в Python](https://thepythoncode.com/article/uncovering-hidden-ssids-with-scapy-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/uncover-hidden-wifis))
        - [Создание фиктивных пакетов с помощью Scapy на Python](https://thepythoncode.com/article/crafting-packets-with-scapy-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/crafting-packets))
        - [Создание honeypot-системы защиты с помощью Python и Scapy](https://thepythoncode.com/article/python-scapy-honeypot-port-scan-detection-system). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/scapy/honeypot-defense-system))
    - [Написание кейлоггера на Python с нуля](https://www.thepythoncode.com/article/write-a-keylogger-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/keylogger))
    - [Создание сканера портов с помощью сокетов в Python](https://www.thepythoncode.com/article/make-port-scanner-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/port_scanner))
    - [Как создать reverse shell в Python](https://www.thepythoncode.com/article/create-reverse-shell-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/reverse_shell))
    - [Как шифровать и расшифровывать файлы в Python](https://www.thepythoncode.com/article/encrypt-decrypt-files-symmetric-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/file-encryption))
    - [Как создать сканер поддоменов в Python](https://www.thepythoncode.com/article/make-subdomain-scanner-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/subdomain-scanner))
    - [Как использовать стеганографию для скрытия секретных данных в изображениях на Python](https://www.thepythoncode.com/article/hide-secret-data-in-images-using-steganography-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/steganography))
    - [Как выполнять брутфорс SSH-серверов в Python](https://www.thepythoncode.com/article/brute-force-ssh-servers-using-paramiko-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/bruteforce-ssh))
    - [Как создать сканер XSS-уязвимостей в Python](https://www.thepythoncode.com/article/make-a-xss-vulnerability-scanner-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/xss-vulnerability-scanner))
    - [Как использовать хеш-алгоритмы в Python с помощью hashlib](https://www.thepythoncode.com/article/hashing-functions-in-python-using-hashlib). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/hashing-functions))
    - [Как выполнять брутфорс FTP-серверов в Python](https://www.thepythoncode.com/article/brute-force-attack-ftp-servers-using-ftplib-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/ftp-cracker))
    - [Как извлекать метаданные изображений в Python](https://www.thepythoncode.com/article/extracting-image-metadata-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/image-metadata-extractor))
    - [Как взламывать пароли ZIP-файлов в Python](https://www.thepythoncode.com/article/crack-zip-file-password-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/zipfile-cracker))
    - [Как взламывать PDF-файлы в Python](https://www.thepythoncode.com/article/crack-pdf-file-password-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/pdf-cracker))
    - [Как создать сканер SQL-инъекций в Python](https://www.thepythoncode.com/code/sql-injection-vulnerability-detector-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/sql-injection-detector))
    - [Как извлекать пароли Chrome в Python](https://www.thepythoncode.com/article/extract-chrome-passwords-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/chrome-password-extractor))
    - [Как использовать Shodan API в Python](https://www.thepythoncode.com/article/using-shodan-api-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/shodan-api))
    - [Как создать HTTP-прокси в Python](https://www.thepythoncode.com/article/writing-http-proxy-in-python-with-mitmproxy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/http-mitm-proxy))
    - [Как извлекать файлы cookie Chrome в Python](https://www.thepythoncode.com/article/extract-chrome-cookies-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/chrome-cookie-extractor))
    - [Как извлекать сохранённые пароли Wi-Fi в Python](https://www.thepythoncode.com/article/extract-saved-wifi-passwords-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/get-wifi-passwords))
    - [Как создать сменщик MAC-адресов в Python](https://www.thepythoncode.com/article/make-a-mac-address-changer-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/mac-address-changer))
    - [Как создать генератор паролей в Python](https://www.thepythoncode.com/article/make-a-password-generator-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/password-generator))
    - [Как создать ransomware в Python](https://www.thepythoncode.com/article/make-a-ransomware-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/ransomware))
    - [Как выполнять DNS-энумерацию в Python](https://www.thepythoncode.com/article/dns-enumeration-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/dns-enumeration))
    - [Как определять геолокацию IP-адресов в Python](https://www.thepythoncode.com/article/geolocate-ip-addresses-with-ipinfo-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/geolocating-ip-addresses))
    - [Как взламывать хеши в Python](https://thepythoncode.com/article/crack-hashes-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/hash-cracker))
    - [Как создать трекер номеров телефонов в Python](https://thepythoncode.com/article/phone-number-tracker-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/phone-number-tracker))
    - [Как создать подборщик паролей для входа в Python](https://thepythoncode.com/article/make-a-login-password-guesser-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/login-password-guesser))
    - [Как создать менеджер паролей в Python](https://thepythoncode.com/article/build-a-password-manager-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/password-manager))
    - [Как вывести список Wi-Fi сетей в Python](https://thepythoncode.com/article/list-nearby-wifi-networks-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/listing-wifi-networks))
    - [Как проверять целостность файлов в Python](https://thepythoncode.com/article/verify-downloaded-files-with-checksum-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/verify-file-integrity))
    - [Как создать блокировщик ZIP-файлов в Python](https://thepythoncode.com/article/build-a-zip-file-locker-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/zip-file-locker))
    - [Как реализовать шифр Цезаря в Python](https://thepythoncode.com/article/implement-caesar-cipher-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/caesar-cipher))
    - [Как взломать шифр Цезаря в Python](https://thepythoncode.com/article/how-to-crack-caesar-cipher-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/caesar-cipher))
    - [Как защитить PDF-файлы паролем в Python](https://thepythoncode.com/article/lock-pdfs-in-python). [(код)](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/pdf-locker)
    - [Как создать собственный словарь (wordlist) в Python](https://thepythoncode.com/article/make-a-wordlist-generator-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/bruteforce-wordlist-generator))
    - [Как реализовать аффинный шифр в Python](https://thepythoncode.com/article/how-to-implement-affine-cipher-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/implement-affine-cipher))
    - [Как взломать аффинный шифр в Python](https://thepythoncode.com/article/how-to-crack-the-affine-cipher-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/crack-affine-cipher))
    - [Как реализовать шифр Виженера в Python](https://thepythoncode.com/article/implementing-the-vigenere-cipher-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/implement-vigenere-cipher))
    - [Как генерировать фейковые данные пользователей в Python](https://thepythoncode.com/article/generate-fake-user-data-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/fake-user-data-generator))
    - [Сканирование Bluetooth-устройств в Python](https://thepythoncode.com/article/build-a-bluetooth-scanner-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/bluetooth-scanner))
    - [Как создать fork bomb в Python](https://thepythoncode.com/article/make-a-fork-bomb-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/fork-bomb))
    - [Как реализовать 2FA в Python](https://thepythoncode.com/article/implement-2fa-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/implement-2fa))
    - [Как создать инструмент поиска имени пользователя в Python](https://thepythoncode.com/code/social-media-username-finder-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/username-finder))
    - [Как находить прошлые подключения к Wi-Fi в Windows на Python](https://thepythoncode.com/article/find-past-wifi-connections-on-windows-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/find-past-wifi-connections-on-windows))
    - [Как удалять метаданные из PDF-файлов в Python](https://thepythoncode.com/article/how-to-remove-metadata-from-pdfs-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/pdf-metadata-remover))
    - [Как извлекать метаданные из DOCX-файлов в Python](https://thepythoncode.com/article/docx-metadata-extractor-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/docx-metadata-extractor))
    - [Как создать шпионское ПО в Python](https://thepythoncode.com/article/how-to-build-spyware-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/spyware))
    - [Как эксплуатировать уязвимости внедрения команд в Python](https://thepythoncode.com/article/how-to-exploit-command-injection-vulnerabilities-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/exploit-command-injection))
    - [Как сделать вредоносное ПО устойчивым (persistent) в Python](https://thepythoncode.com/article/how-to-create-malware-persistent-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/persistent-malware))
    - [Как удалить устойчивое вредоносное ПО в Python](https://thepythoncode.com/article/removingg-persistent-malware-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/remove-persistent-malware))
    - [Как проверять надёжность пароля с помощью Python](https://thepythoncode.com/article/test-password-strength-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/checking-password-strength))
    - [Как выполнять обратный DNS-поиск с помощью Python](https://thepythoncode.com/article/reverse-dns-lookup-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/reverse-dns-lookup))
    - [Как создать сканер уязвимости кликджекинга в Python](https://thepythoncode.com/article/make-a-clickjacking-vulnerability-scanner-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/clickjacking-scanner))
    - [Как создать собственный NetCat на Python](https://thepythoncode.com/article/create-a-custom-netcat-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/custom-netcat))
    - [Создание вредоносного ПО для перехвата буфера обмена на Python](https://thepythoncode.com/article/build-a-clipboard-hijacking-tool-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/clipboard-hijacking-tool))
    - [Как создать блокировщик веб-сайтов на Python](https://www.thepythoncode.com/article/build-website-blocker-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/ethical-hacking/website-blocker))- ### [Машинное обучение](https://www.thepythoncode.com/topic/machine-learning)
    - ### [Обработка естественного языка](https://www.thepythoncode.com/topic/nlp)
        - [Как создать спам-классификатор с помощью Keras в Python](https://www.thepythoncode.com/article/build-spam-classifier-keras-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/spam-classifier))
        - [Как создать генератор текста с помощью TensorFlow и Keras в Python](https://www.thepythoncode.com/article/text-generation-keras-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/text-generator))
        - [Как выполнить классификацию текста в Python с помощью TensorFlow 2 и Keras](https://www.thepythoncode.com/article/text-classification-using-tensorflow-2-and-keras-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/text-classification))
        - [Анализ тональности с помощью Vader в Python](https://www.thepythoncode.com/article/vaderSentiment-tool-to-extract-sentimental-values-in-texts-using-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/sentiment-analysis-vader))
        - [Как выполнить суммаризацию текста с помощью Transformers в Python](https://www.thepythoncode.com/article/text-summarization-using-huggingface-transformers-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/text-summarization))
        - [Как дообучить BERT для классификации текста с помощью Transformers в Python](https://www.thepythoncode.com/article/finetuning-bert-using-huggingface-transformers-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/bert-text-classification))
        - [Разговорный ИИ-чатбот с помощью Transformers в Python](https://www.thepythoncode.com/article/conversational-ai-chatbot-with-huggingface-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/chatbot-transformers))
        - [Как обучить BERT с нуля с помощью Transformers в Python](https://www.thepythoncode.com/article/pretraining-bert-huggingface-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/pretraining-bert))
        - [Как выполнить машинный перевод с помощью Transformers в Python](https://www.thepythoncode.com/article/machine-translation-using-huggingface-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/machine-translation))
        - [Распознавание речи с помощью Transformers в Python](https://www.thepythoncode.com/article/speech-recognition-using-huggingface-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/speech-recognition-transformers))
        - [Генерация текста с помощью Transformers в Python](https://www.thepythoncode.com/article/text-generation-with-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/text-generation-transformers))
        - [Как перефразировать текст с помощью Transformers в Python](https://www.thepythoncode.com/article/paraphrase-text-using-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/text-paraphrasing))
        - [Обнаружение фейковых новостей с помощью Transformers в Python](https://www.thepythoncode.com/article/fake-news-classification-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/fake-news-classification))
        - [Распознавание именованных сущностей с помощью Transformers и Spacy в Python](https://www.thepythoncode.com/article/named-entity-recognition-using-transformers-and-spacy). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/named-entity-recognition))
        - [Токенизация, стемминг и лемматизация в Python](https://www.thepythoncode.com/article/tokenization-stemming-and-lemmatization-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/tokenization-stemming-lemmatization))
        - [Как дообучить BERT для определения семантического сходства текстов с помощью Transformers в Python](https://www.thepythoncode.com/article/finetune-bert-for-semantic-textual-similarity-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/semantic-textual-similarity))
        - [Как рассчитать метрику BLEU в Python](https://www.thepythoncode.com/article/bleu-score-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/bleu-score))
        - [Коэффициент ошибок в словах (Word Error Rate) в Python](https://www.thepythoncode.com/article/calculate-word-error-rate-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/wer-score))
        - [Как рассчитать метрику ROUGE в Python](https://www.thepythoncode.com/article/calculate-rouge-score-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/nlp/rouge-score))
        - [Визуальные вопросы и ответы с помощью Transformers](https://www.thepythoncode.com/article/visual-question-answering-with-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/visual-question-answering))
        - [Создание полноценного RAG-чатбота с FastAPI, OpenAI и Streamlit](https://thepythoncode.com/article/build-rag-chatbot-fastapi-openai-streamlit). ([code](https://github.com/mahdjourOussama/python-learning/tree/master/chatbot-rag))
    - ### [Компьютерное зрение](https://www.thepythoncode.com/topic/computer-vision)
        - [Как обнаруживать лица в Python с помощью OpenCV](https://www.thepythoncode.com/article/detect-faces-opencv-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/face_detection))
        - [Как создать классификатор изображений в Python с помощью TensorFlow и Keras](https://www.thepythoncode.com/article/image-classification-keras-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/image-classifier))
        - [Как использовать трансферное обучение для классификации изображений с помощью Keras в Python](https://www.thepythoncode.com/article/use-transfer-learning-for-image-flower-classification-keras-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/image-classifier-using-transfer-learning))
        - [Как выполнить обнаружение границ в Python с помощью OpenCV](https://www.thepythoncode.com/article/canny-edge-detection-opencv-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/edge-detection))
        - [Как обнаруживать фигуры на изображениях в Python](https://www.thepythoncode.com/article/detect-shapes-hough-transform-opencv-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/shape-detection))
        - [Как обнаруживать контуры на изображениях с помощью OpenCV в Python](https://www.thepythoncode.com/article/contour-detection-opencv-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/contour-detection))
        - [Как распознавать оптические символы на изображениях в Python](https://www.thepythoncode.com/article/optical-character-recognition-pytesseract-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/optical-character-recognition))
        - [Как использовать кластеризацию K-Means для сегментации изображений с помощью OpenCV в Python](https://www.thepythoncode.com/article/kmeans-for-image-segmentation-opencv-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/kmeans-image-segmentation))
        - [Как выполнить обнаружение объектов YOLO с помощью OpenCV и PyTorch в Python](https://www.thepythoncode.com/article/yolo-object-detection-with-opencv-and-pytorch-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/object-detection))
        - [Как размывать лица на изображениях с помощью OpenCV в Python](https://www.thepythoncode.com/article/blur-faces-in-images-using-opencv-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/blur-faces))
        - [Обнаружение рака кожи с помощью TensorFlow в Python](https://www.thepythoncode.com/article/skin-cancer-detection-using-tensorflow-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/skin-cancer-detection))
        - [Как выполнить классификацию клеток малярии с помощью TensorFlow 2 и Keras в Python](https://www.thepythoncode.com/article/malaria-cells-classification). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/malaria-classification))
        - [Преобразования изображений с помощью OpenCV в Python](https://www.thepythoncode.com/article/image-transformations-using-opencv-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/image-transformation))
        - [Как выполнить извлечение признаков HOG в Python](https://www.thepythoncode.com/article/hog-feature-extraction-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/hog-feature-extraction))
        - [Извлечение признаков SIFT с помощью OpenCV в Python](https://www.thepythoncode.com/article/sift-feature-extraction-using-opencv-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/sift))
        - [Предсказание возраста с помощью OpenCV в Python](https://www.thepythoncode.com/article/predict-age-using-opencv). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/face-age-prediction))
        - [Определение пола с помощью OpenCV в Python](https://www.thepythoncode.com/article/gender-detection-using-opencv-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/face-gender-detection))
        - [Определение возраста и пола с помощью OpenCV в Python](https://www.thepythoncode.com/article/gender-and-age-detection-using-opencv-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/age-and-gender-detection))
        - [Классификация спутниковых изображений с помощью TensorFlow в Python](https://www.thepythoncode.com/article/satellite-image-classification-using-tensorflow-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/satellite-image-classification))
        - [Как выполнить сегментацию изображений с помощью Transformers в Python](https://www.thepythoncode.com/article/image-segmentation-using-huggingface-transformers-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/image-segmentation-transformers))
        - [Как дообучить ViT для классификации изображений с помощью Huggingface Transformers в Python](https://www.thepythoncode.com/article/finetune-vit-for-image-classification-using-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/finetuning-vit-image-classification))
        - [Как генерировать изображения из текста с помощью Stable Diffusion в Python](https://www.thepythoncode.com/article/generate-images-from-text-stable-diffusion-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/stable-diffusion-models))
        - [Как выполнить генерацию изображение-в-изображение с помощью Stable Diffusion в Python](https://www.thepythoncode.com/article/generate-images-using-depth-to-image-huggingface-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/depth2image-stable-diffusion))
        - [Отслеживание объектов в реальном времени с помощью OpenCV и YOLOv8 в Python](https://www.thepythoncode.com/article/real-time-object-tracking-with-yolov8-opencv). ([code](https://github.com/python-dontrepeatyourself/Real-Time-Object-Tracking-with-DeepSORT-and-YOLOv8))
        - [Как управлять изображениями, сгенерированными диффузионными моделями, с помощью ControlNet в Python](https://www.thepythoncode.com/article/control-generated-images-with-controlnet-with-huggingface). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/control-image-generation-with-controlnet))
        - [Как редактировать изображения с помощью InstructPix2Pix в Python](https://www.thepythoncode.com/article/edit-images-using-instruct-pix2pix-with-huggingface). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/edit-images-instruct-pix2pix))
        - [Как увеличить разрешение изображений с помощью Stable Diffusion в Python](https://www.thepythoncode.com/article/upscale-images-using-stable-diffusion-x4-upscaler-huggingface). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/stable-diffusion-upscaler))
        - [Обнаружение, отслеживание и подсчёт транспортных средств в реальном времени в Python](https://thepythoncode.com/article/real-time-vehicle-tracking-and-counting-with-yolov8-opencv). ([code](https://github.com/python-dontrepeatyourself/Real-Time-Vehicle-Detection-Tracking-and-Counting-in-Python/))
        - [Как превращать изображения в мультяшные в Python](https://thepythoncode.com/article/make-a-cartoonifier-with-opencv-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/cartoonify-images))
        - [Как создать систему распознавания лиц в Python](https://thepythoncode.com/article/create-a-facial-recognition-system-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/facial-recognition-system))
        - [Подавление немаксимумов с помощью OpenCV и Python](https://thepythoncode.com/article/non-maximum-suppression-using-opencv-in-python). ([code](https://github.com/Rouizi/Non-Maximum-Suppression-with-OpenCV-and-Python))
    - [Создание распознавателя эмоций в речи с помощью Scikit-learn](https://www.thepythoncode.com/article/building-a-speech-emotion-recognizer-using-sklearn). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/speech-emotion-recognition))
    - [Как преобразовать речь в текст в Python](https://www.thepythoncode.com/article/using-speech-recognition-to-convert-speech-to-text-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/speech-recognition))
    - [Топ-8 библиотек Python для специалистов по данным и инженеров машинного обучения](https://www.thepythoncode.com/article/top-python-libraries-for-data-scientists).
    - [Как прогнозировать цены на акции в Python с помощью TensorFlow 2 и Keras](https://www.thepythoncode.com/article/stock-price-prediction-in-python-using-tensorflow-2-and-keras). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/stock-prediction))
    - [Как преобразовать текст в речь в Python](https://www.thepythoncode.com/article/convert-text-to-speech-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/text-to-speech))
    - [Как выполнить распознавание пола по голосу с помощью TensorFlow в Python](https://www.thepythoncode.com/article/gender-recognition-by-voice-using-tensorflow-in-python). ([code](https://github.com/x4nth055/gender-recognition-by-voice))
 - [Как создать семантическую поисковую систему с помощью FAISS и Sentence Transformers в Python](https://www.thepythoncode.com/article/semantic-search-engine-faiss-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/semantic-search-faiss))
 - [Как генерировать и визуализировать текстовые эмбеддинги в Python](https://www.thepythoncode.com/article/generate-visualize-text-embeddings-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/text-embeddings-visualization))
    - [Введение в финансы и технические индикаторы с помощью Python](https://www.thepythoncode.com/article/introduction-to-finance-and-technical-indicators-with-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/technical-indicators))
    - [Алгоритмическая торговля с брокером FXCM в Python](https://www.thepythoncode.com/article/trading-with-fxcm-broker-using-fxcmpy-library-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/trading-with-fxcm))
    - [Как создавать графики с помощью Plotly в Python](https://www.thepythoncode.com/article/creating-dynamic-plots-with-plotly-visualization-tool-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/plotly-visualization))
    - [Отбор признаков с помощью Scikit-Learn в Python](https://www.thepythoncode.com/article/feature-selection-and-feature-engineering-using-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/feature-selection))
    - [Обучение на несбалансированных данных с библиотеками Imblearn и вариантами SMOTE в Python](https://www.thepythoncode.com/article/handling-imbalance-data-imblearn-smote-variants-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/imbalance-learning))
    - [Обнаружение мошенничества с кредитными картами в Python](https://www.thepythoncode.com/article/credit-card-fraud-detection-using-sklearn-in-python#near-miss). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/credit-card-fraud-detection))
    - [Прогнозирование оттока клиентов в Python](https://www.thepythoncode.com/article/customer-churn-detection-using-sklearn-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/customer-churn-detection))
    - [Рекомендательные системы с помощью анализа ассоциативных правил в Python](https://www.thepythoncode.com/article/build-a-recommender-system-with-association-rule-mining-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/recommender-system-using-association-rules))
    - [Работа с несбалансированными наборами данных: пример с оттоком клиентов](https://www.thepythoncode.com/article/handling-imbalanced-datasets-sklearn-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/handling-inbalance-churn-data))
    - [Логистическая регрессия с помощью PyTorch в Python](https://www.thepythoncode.com/article/logistic-regression-using-pytorch). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/logistic-regression-in-pytorch))
    - [Регуляризация Dropout с помощью PyTorch в Python](https://www.thepythoncode.com/article/dropout-regularization-in-pytorch). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/dropout-in-pytorch))
    - [K-Fold перекрёстная проверка с помощью Scikit-Learn в Python](https://www.thepythoncode.com/article/kfold-cross-validation-using-sklearn-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/k-fold-cross-validation-sklearn))
    - [Снижение размерности: извлечение признаков с помощью Scikit-learn в Python](https://www.thepythoncode.com/article/dimensionality-reduction-using-feature-extraction-sklearn). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/dimensionality-reduction-feature-extraction))
    - [Снижение размерности: использование отбора признаков в Python](https://www.thepythoncode.com/article/dimensionality-reduction-feature-selection). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/dimensionality-reduction-feature-selection))
    - [Руководство по объяснимому ИИ с использованием Python](https://www.thepythoncode.com/article/explainable-ai-model-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/explainable-ai))
    - [Автоэнкодеры для снижения размерности с помощью TensorFlow в Python](https://www.thepythoncode.com/article/feature-extraction-dimensionality-reduction-autoencoders-python-keras). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/feature-extraction-autoencoders))
    - [Изучение различных типов алгоритмов кластеризации в машинном обучении с помощью Python](https://www.thepythoncode.com/article/clustering-algorithms-in-machine-learning-with-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/clustering-algorithms))
    - [Генерация подписей к изображениям с помощью PyTorch и Transformers](https://www.thepythoncode.com/article/image-captioning-with-pytorch-and-transformers-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/image-captioning))
    - [Распознавание речи в Python](https://www.thepythoncode.com/article/speech-recognition-in-python). ([code](https://github.com/x4nth055/pythoncode-tutorials/blob/master/machine-learning/asr))- ### [Общие темы Python](https://www.thepythoncode.com/topic/general-python-topics)
    - [Как создать бота для Facebook Messenger на Python](https://www.thepythoncode.com/article/make-bot-fbchat-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/messenger-bot))
    - [Как получить информацию об оборудовании и системе в Python](https://www.thepythoncode.com/article/get-hardware-system-information-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/sys-info))
    - [Как управлять мышью в Python](https://www.thepythoncode.com/article/control-mouse-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/mouse-controller))
    - [Как управлять клавиатурой в Python](https://www.thepythoncode.com/article/control-keyboard-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/keyboard-controller))
    - [Как создать монитор процессов в Python](https://www.thepythoncode.com/article/make-process-monitor-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/process-monitor))
    - [Как скачивать файлы в Python](https://www.thepythoncode.com/article/download-files-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/file-downloader))
    - [Как выполнять команды BASH на удалённой машине в Python](https://www.thepythoncode.com/article/executing-bash-commands-remotely-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/execute-ssh-commands))
    - [Как преобразовать файлы Python в исполняемые файлы](https://www.thepythoncode.com/article/building-python-files-into-stand-alone-executables-using-pyinstaller)
    - [Как получить размер каталогов в Python](https://www.thepythoncode.com/article/get-directory-size-in-bytes-using-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/calculate-directory-size))
    - [Как получать географические координаты в Python](https://www.thepythoncode.com/article/get-geolocation-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/geolocation))
    - [Как ассемблировать, дизассемблировать и эмулировать машинный код с помощью Python](https://www.thepythoncode.com/article/arm-x86-64-assembly-disassembly-and-emulation-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/assembly-code))
    - [Как изменить цвет текста в Python](https://www.thepythoncode.com/article/change-text-color-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/printing-in-colors))
    - [Как создать watchdog в Python](https://www.thepythoncode.com/article/create-a-watchdog-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/directory-watcher))
    - [Как преобразовать датафреймы Pandas в HTML-таблицы в Python](https://www.thepythoncode.com/article/convert-pandas-dataframe-to-html-table-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/dataframe-to-html))
    - [Как создать простую математическую викторину в Python](https://www.thepythoncode.com/article/make-a-simple-math-quiz-game-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/simple-math-game))
    - [Как создать монитор использования сети в Python](https://www.thepythoncode.com/article/make-a-network-usage-monitor-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/network-usage))
    - [Как заменить текст в файлах DOCX в Python](https://www.thepythoncode.com/article/replace-text-in-docx-files-using-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/docx-file-replacer))
    - [График частотности слов по закону Ципфа в Python](https://www.thepythoncode.com/article/plot-zipfs-law-using-matplotlib-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/zipf-curve))
    - [Как построить график температуры погоды в Python](https://www.thepythoncode.com/article/interactive-weather-plot-with-matplotlib-and-requests). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/interactive-weather-plot))
    - [Как создавать SVG-карты стран в Python](https://www.thepythoncode.com/article/generate-svg-country-maps-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/generate-svg-country-map))
    - [Как отправлять запросы к блокчейну Ethereum с помощью Python](https://www.thepythoncode.com/article/query-ethereum-blockchain-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/query-ethereum))
    - [Очистка данных с помощью Pandas в Python](https://www.thepythoncode.com/article/data-cleaning-using-pandas-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/data-cleaning-pandas))
    - [Как минифицировать CSS с помощью Python](https://www.thepythoncode.com/article/minimize-css-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/minify-css))
 - [Как создать инструмент дедупликации файлов в Python](https://www.thepythoncode.com/article/file-deduplication-tool-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/file-deduplication-tool))
    - [Создайте реального MCP-клиента и сервер на Python с FastMCP (пример менеджера задач)](https://www.thepythoncode.com/article/fastmcp-mcp-client-server-todo-manager). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/fastmcp-mcp-client-server-todo-manager))
    - [Как автоматизировать Excel-отчёты в Python с помощью Openpyxl](https://www.thepythoncode.com/article/automate-excel-reports-python-openpyxl). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/sales-report-generator))

    
    
- ### [Веб-скрапинг](https://www.thepythoncode.com/topic/web-scraping)
    - [Как получить доступ к Wikipedia в Python](https://www.thepythoncode.com/article/access-wikipedia-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/wikipedia-extractor))
    - [Как извлекать данные YouTube в Python](https://www.thepythoncode.com/article/get-youtube-data-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/youtube-extractor))
    - [Как извлекать данные о погоде из Google в Python](https://www.thepythoncode.com/article/extract-weather-data-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/weather-extractor))
    - [Как скачать все изображения с веб-страницы в Python](https://www.thepythoncode.com/article/download-web-page-images-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/download-images))
    - [Как извлечь все ссылки с веб-сайта в Python](https://www.thepythoncode.com/article/extract-all-website-links-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/link-extractor))
    - [Как создать экстрактор email-адресов в Python](https://www.thepythoncode.com/article/extracting-email-addresses-from-web-pages-using-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/email-extractor))
    - [Как преобразовать HTML-таблицы в CSV-файлы в Python](https://www.thepythoncode.com/article/convert-html-tables-into-csv-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/html-table-extractor))
    - [Как использовать прокси для анонимизации браузера и скрапинга с помощью Python](https://www.thepythoncode.com/article/using-proxies-using-requests-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/using-proxies))
    - [Как извлекать скрипты и CSS-файлы из веб-страниц в Python](https://www.thepythoncode.com/article/extract-web-page-script-and-css-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/webpage-js-css-extractor))
    - [Как извлекать и отправлять веб-формы с URL с помощью Python](https://www.thepythoncode.com/article/extracting-and-submitting-web-page-forms-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/extract-and-fill-forms))
    - [Как получить информацию о доменном имени в Python](https://www.thepythoncode.com/article/extracting-domain-name-information-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/get-domain-info))
    - [Как извлекать комментарии YouTube в Python](https://www.thepythoncode.com/article/extract-youtube-comments-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/youtube-comments-extractor))
    - [Автоматизированное тестирование браузера с помощью Edge и Selenium в Python](https://www.thepythoncode.com/article/automated-browser-testing-with-edge-and-selenium-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/selenium-edge-browser))
    - [Как автоматизировать вход в систему с помощью Selenium в Python](https://www.thepythoncode.com/article/automate-login-to-websites-using-selenium-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/automate-login))
    - [Как создать конвертер валют в Python](https://www.thepythoncode.com/article/make-a-currency-converter-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/currency-converter))
    - [Как извлекать данные Google Trends в Python](https://www.thepythoncode.com/article/extract-google-trends-data-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/extract-google-trends-data))
    - [Как создать загрузчик видео YouTube в Python](https://www.thepythoncode.com/article/make-a-youtube-video-downloader-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/youtube-video-downloader))
    - [Как создать загрузчик аудио YouTube в Python](https://www.thepythoncode.com/article/build-a-youtube-mp3-downloader-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/youtube-mp3-downloader))
    - [Суммаризация транскрипции видео YouTube с помощью Python](https://thepythoncode.com/article/youtube-video-transcription-and-summarization-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/youtube-transcript-summarizer))

- ### [Стандартная библиотека Python](https://www.thepythoncode.com/topic/python-standard-library)
    - [Как передавать файлы по сети с помощью сокетов в Python](https://www.thepythoncode.com/article/send-receive-files-using-sockets-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/transfer-files))
    - [Как сжимать и распаковывать файлы в Python](https://www.thepythoncode.com/article/compress-decompress-files-tarfile-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/compressing-files))
    - [Как использовать Pickle для сериализации объектов в Python](https://www.thepythoncode.com/article/object-serialization-saving-and-loading-objects-using-pickle-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/object-serialization))
    - [Как работать с IP-адресами в Python с помощью модуля ipaddress](https://www.thepythoncode.com/article/manipulate-ip-addresses-using-ipaddress-module-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/ipaddress-module))
    - [Как отправлять email-сообщения в Python с помощью модуля smtplib](https://www.thepythoncode.com/article/sending-emails-in-python-smtplib). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/email-sender))
    - [Как работать с файлами в Python с помощью модуля OS](https://www.thepythoncode.com/article/file-handling-in-python-using-os-module). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/handling-files))
    - [Как генерировать случайные данные в Python](https://www.thepythoncode.com/article/generate-random-data-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/generating-random-data))
    - [Как использовать потоки для ускорения задач ввода-вывода в Python](https://www.thepythoncode.com/article/using-threads-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/using-threads))
    - [Как вывести список всех файлов и каталогов на FTP-сервере с помощью Python](https://www.thepythoncode.com/article/list-files-and-directories-in-ftp-server-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/listing-files-in-ftp-server))
    - [Как читать email-сообщения в Python](https://www.thepythoncode.com/article/reading-emails-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/reading-email-messages))
    - [Как скачивать и загружать файлы на FTP-сервере с помощью Python](https://www.thepythoncode.com/article/download-and-upload-files-in-ftp-server-using-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/download-and-upload-files-in-ftp))
    - [Как работать с JSON-файлами в Python](https://www.thepythoncode.com/article/working-with-json-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/working-with-json))
    - [Как использовать регулярные выражения в Python](https://www.thepythoncode.com/article/work-with-regular-expressions-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/regular-expressions))
    - [Логирование в Python](https://www.thepythoncode.com/article/logging-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/logging))
    - [Как создать чат-приложение в Python](https://www.thepythoncode.com/article/make-a-chat-room-application-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/chat-application))
    - [Как удалять email-сообщения в Python](https://www.thepythoncode.com/article/deleting-emails-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/deleting-emails))
    - [Потоки-демоны в Python](https://www.thepythoncode.com/article/daemon-threads-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/daemon-thread))
    - [Как организовывать файлы по расширению в Python](https://www.thepythoncode.com/article/organize-files-by-extension-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/extension-separator))
    - [Как разделить строку в Python](https://www.thepythoncode.com/article/split-a-string-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/split-string))
    - [Как вывести имя переменной и её значение в Python](https://www.thepythoncode.com/article/print-variable-name-and-value-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/print-variable-name-and-value))
    - [Как создать игру «Виселица» в Python](https://www.thepythoncode.com/article/make-a-hangman-game-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/hangman-game))
    - [Как использовать модуль argparse в Python](https://www.thepythoncode.com/article/how-to-use-argparse-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/argparse))
    - [Как создать клон grep в Python](https://thepythoncode.com/article/how-to-make-grep-clone-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/grep-clone))
    - [Как проверять номера кредитных карт в Python](https://thepythoncode.com/article/credit-card-validation-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/credit-card-validation))
    - [Как создать TCP-прокси с помощью Python](https://thepythoncode.com/article/building-a-tcp-proxy-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/tcp-proxy))

- ### [Использование API](https://www.thepythoncode.com/topic/using-apis-in-python)
    - [Как автоматизировать управление VPS или выделенным сервером в Python](https://www.thepythoncode.com/article/automate-veesp-server-management-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/automating-server-management))
    - [Как скачивать торрент-файлы в Python](https://www.thepythoncode.com/article/download-torrent-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/torrent-downloader))
    - [Как использовать API Google Custom Search Engine в Python](https://www.thepythoncode.com/article/use-google-custom-search-engine-api-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/using-custom-search-engine-api))
    - [Как использовать GitHub API в Python](https://www.thepythoncode.com/article/using-github-api-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/github-api))
    - [Как использовать Google Drive API в Python](https://www.thepythoncode.com/article/using-google-drive--api-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/using-google-drive-api))
    - [Как переводить текст в Python](https://www.thepythoncode.com/article/translate-text-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/using-google-translate-api))
    - [Как создать сокращатель URL в Python](https://www.thepythoncode.com/article/make-url-shortener-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/url-shortener))
    - [Как получить рейтинг страниц Google в Python](https://www.thepythoncode.com/article/get-google-page-ranking-by-keyword-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/getting-google-page-ranking))
    - [Как создать Telegram-бота в Python](https://www.thepythoncode.com/article/make-a-telegram-bot-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/telegram-bot))
    - [Как использовать Gmail API в Python](https://www.thepythoncode.com/article/use-gmail-api-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/gmail-api))
    - [Как использовать YouTube API в Python](https://www.thepythoncode.com/article/using-youtube-api-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/youtube-api))
    - [Вебхуки в Python с Flask](https://www.thepythoncode.com/article/webhooks-in-python-with-flask). ([код](https://github.com/bassemmarji/Flask_Webhook))
    - [Как создать определитель языка в Python](https://www.thepythoncode.com/article/language-detector-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/language-detector))
    - [Как создать бота для Twitter (X) в Python](https://thepythoncode.com/article/make-a-twitter-bot-in-python). ([код](https://github.com/menard-codes/dog-fact-tweeter-bot))

- ### [Базы данных](https://www.thepythoncode.com/topic/using-databases-in-python)
    - [Как использовать базу данных MySQL в Python](https://www.thepythoncode.com/article/using-mysql-database-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/database/mysql-connector))
    - [Как подключиться к удалённой базе данных MySQL в Python](https://www.thepythoncode.com/article/connect-to-a-remote-mysql-server-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/database/connect-to-remote-mysql-server))
    - [Как использовать базу данных MongoDB в Python](https://www.thepythoncode.com/article/introduction-to-mongodb-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/database/mongodb-client))
 - [SQL-аналитика на молниеносной скорости: начало работы с DuckDB в Python](https://www.thepythoncode.com/article/duckdb-python-getting-started). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/database/duckdb-python))

- ### [Работа с PDF-файлами](https://www.thepythoncode.com/topic/handling-pdf-files)
    - [Как извлечь все ссылки из PDF в Python](https://www.thepythoncode.com/article/extract-pdf-links-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/pdf-url-extractor))
    - [Как извлекать таблицы из PDF в Python](https://www.thepythoncode.com/article/extract-pdf-tables-in-python-camelot). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/pdf-table-extractor))
    - [Как извлекать изображения из PDF в Python](https://www.thepythoncode.com/article/extract-pdf-images-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-scraping/pdf-image-extractor))
    - [Как добавлять водяные знаки в PDF-файлы в Python](https://www.thepythoncode.com/article/watermark-in-pdf-using-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/add-watermark-pdf))
    - [Выделение текста в PDF с помощью Python](https://www.thepythoncode.com/article/redact-and-highlight-text-in-pdf-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/highlight-redact-text))
    - [Как извлекать текст из изображений в PDF-файлах с помощью Python](https://www.thepythoncode.com/article/extract-text-from-images-or-scanned-pdf-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/pdf-ocr))
    - [Как конвертировать PDF в DOCX в Python](https://www.thepythoncode.com/article/convert-pdf-files-to-docx-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/convert-pdf-to-docx))
    - [Как конвертировать PDF в изображения в Python](https://www.thepythoncode.com/article/convert-pdf-files-to-images-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/convert-pdf-to-image))
    - [Как сжимать PDF-файлы в Python](https://www.thepythoncode.com/article/compress-pdf-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/pdf-compressor))
    - [Как шифровать и дешифровать PDF-файлы в Python](https://www.thepythoncode.com/article/encrypt-pdf-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/encrypt-pdf))
    - [Как объединять PDF-файлы в Python](https://www.thepythoncode.com/article/merge-pdf-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/pdf-merger))
    - [Как подписывать PDF-файлы в Python](https://www.thepythoncode.com/article/sign-pdf-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/pdf-signer))
    - [Как извлекать метаданные PDF в Python](https://www.thepythoncode.com/article/extract-pdf-metadata-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/extract-pdf-metadata))
    - [Как разделять PDF-файлы в Python](https://www.thepythoncode.com/article/split-pdf-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/split-pdf))
    - [Как извлекать текст из PDF в Python](https://www.thepythoncode.com/article/extract-text-from-pdf-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/extract-text-from-pdf))
    - [Как конвертировать HTML в PDF в Python](https://www.thepythoncode.com/article/convert-html-to-pdf-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/handling-pdf-files/convert-html-to-pdf))
    - [Как создать GUI-просмотрщик PDF в Python](https://www.thepythoncode.com/article/make-pdf-viewer-with-tktinter-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/pdf-viewer))- ### [Python для мультимедиа](https://www.thepythoncode.com/topic/python-for-multimedia)
    - [Как сделать рекордер экрана на Python](https://www.thepythoncode.com/article/make-screen-recorder-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/screen-recorder))
    - [Как сгенерировать и прочитать QR-код на Python](https://www.thepythoncode.com/article/generate-read-qrcode-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/generating-reading-qrcode))
    - [Как воспроизводить и записывать аудио на Python](https://www.thepythoncode.com/article/play-and-record-audio-sound-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/recording-and-playing-audio))
    - [Как сделать сканер штрих-кодов на Python](https://www.thepythoncode.com/article/making-a-barcode-scanner-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/barcode-reader))
    - [Как извлечь аудио из видео на Python](https://www.thepythoncode.com/article/extract-audio-from-video-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/video-to-audio-converter))
    - [Как добавить статичное изображение к аудио на Python](https://www.thepythoncode.com/article/add-static-image-to-audio-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/add-photo-to-audio))
    - [Как склеить видеофайлы на Python](https://www.thepythoncode.com/article/concatenate-video-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/combine-video))
    - [Как склеить аудиофайлы на Python](https://www.thepythoncode.com/article/concatenate-audio-files-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/combine-audio))
    - [Как извлечь кадры из видео на Python](https://www.thepythoncode.com/article/extract-frames-from-videos-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/extract-frames-from-video))
    - [Как воспроизвести видео в обратном порядке на Python](https://www.thepythoncode.com/article/reverse-video-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/reverse-video))
    - [Как извлечь метаданные видео на Python](https://www.thepythoncode.com/article/extract-media-metadata-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/extract-video-metadata))
    - [Как записать определённое окно на Python](https://www.thepythoncode.com/article/record-a-specific-window-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/record-specific-window))
    - [Как добавить аудио к видео на Python](https://www.thepythoncode.com/article/add-audio-to-video-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/add-audio-to-video))
    - [Как сжимать изображения на Python](https://www.thepythoncode.com/article/compress-images-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/compress-image))
    - [Как удалить метаданные из изображения на Python](https://thepythoncode.com/article/how-to-clear-image-metadata-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/remove-metadata-from-images))
    - [Как создавать видео из изображений на Python](https://thepythoncode.com/article/create-a-video-from-images-opencv-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/create-video-from-images))
    - [Как восстановить удалённые файлы с помощью Python](https://thepythoncode.com/article/how-to-recover-deleted-file-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-for-multimedia/recover-deleted-files))

- ### [Веб-программирование](https://www.thepythoncode.com/topic/web-programming)
    - [Обнаружение мошеннических транзакций в потоковом приложении с помощью Kafka на Python](https://www.thepythoncode.com/article/detect-fraudulent-transactions-with-apache-kafka-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/detect-fraudulent-transactions))
    - [Асинхронные задачи с Celery на Python](https://www.thepythoncode.com/article/async-tasks-with-celery-redis-and-flask-in-python). ([код](https://github.com/bassemmarji/flask_sync_async))
    - [Как создать CRUD-приложение с Flask и SQLAlchemy на Python](https://www.thepythoncode.com/article/building-crud-app-with-flask-and-sqlalchemy). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/bookshop-crud-app-flask))
    - [Как создать приложение английского словаря с Django на Python](https://www.thepythoncode.com/article/build-dictionary-app-with-django-and-pydictionary-api-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/djangodictionary))
    - [Как создать CRUD-приложение с помощью Django на Python](https://www.thepythoncode.com/article/build-bookstore-app-with-django-backend-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/bookshop-crud-app-django))
    - [Как создать приложение погоды с помощью Django на Python](https://www.thepythoncode.com/article/weather-app-django-openweather-api-using-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/django-weather-app))
    - [Как создать систему аутентификации в Django](https://www.thepythoncode.com/article/authentication-system-in-django-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/django-authentication))
    - [Как сделать блог с помощью Django на Python](https://www.thepythoncode.com/article/create-a-blog-using-django-in-python). ([код](https://github.com/chepkiruidorothy/simple-blog-site))
    - [Как сделать Todo-приложение с помощью Django на Python](https://www.thepythoncode.com/article/build-a-todo-app-with-django-in-python). ([код](https://github.com/chepkiruidorothy/todo-app-simple/tree/master))
    - [Как создать приложение для проверки email-адресов с помощью Django на Python](https://www.thepythoncode.com/article/build-an-email-verifier-app-using-django-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/webbased-emailverifier))
    - [Как создать веб-ассистента с помощью Django и OpenAI GPT-3.5 API на Python](https://www.thepythoncode.com/article/web-assistant-django-with-gpt3-api-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/webassistant))
    - [Как сделать бухгалтерское приложение с Django на Python](https://www.thepythoncode.com/article/make-an-accounting-app-with-django-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/accounting-app))
    - [Как создать API новостного сайта с Django Rest Framework на Python](https://www.thepythoncode.com/article/a-news-site-api-with-django-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/news_project))
    - [Как создать RESTful API с помощью Flask на Python](https://www.thepythoncode.com/article/create-a-restful-api-with-flask-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/web-programming/restful-api-flask))
    - [Как создать GraphQL API на Python](https://www.thepythoncode.com/article/build-a-graphql-api-with-fastapi-strawberry-and-postgres-python). ([код](https://github.com/menard-codes/PythonGQLArticle))
    - [Как создать чат-приложение с помощью Flask на Python](https://thepythoncode.com/article/how-to-build-a-chat-app-in-python-using-flask-and-flasksocketio). ([код](https://github.com/menard-codes/FlaskChatApp))
    - [Как создать full-stack веб-приложение на Python с помощью FastAPI и React.js](https://thepythoncode.com/article/fullstack-notes-app-with-fastapi-and-reactjs) ([Бэкенд](https://github.com/menard-codes/NotesAppBackend-FastAPI-React), [Фронтенд](https://github.com/menard-codes/NotesAppFrontend-FastAPI-React))

- ### [Программирование GUI](https://www.thepythoncode.com/topic/gui-programming)
    - [Как сделать текстовый редактор с помощью Tkinter на Python](https://www.thepythoncode.com/article/text-editor-using-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/text-editor))
    - [Как сделать кнопку с помощью PyGame на Python](https://www.thepythoncode.com/article/make-a-button-using-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/button-in-pygame))
    - [Как сделать файловый менеджер с помощью Tkinter на Python](https://www.thepythoncode.com/article/create-a-simple-file-explorer-using-tkinter-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/file-explorer))
    - [Как сделать калькулятор с Tkinter на Python](https://www.thepythoncode.com/article/make-a-calculator-app-using-tkinter-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/calculator-app))
    - [Как сделать тестер скорости печати с Tkinter на Python](https://www.thepythoncode.com/article/how-to-make-typing-speed-tester-in-python-using-tkinter). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/type-speed-tester))
    - [Как сделать Markdown-редактор с помощью Tkinter на Python](https://www.thepythoncode.com/article/markdown-editor-with-tkinter-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/markdown-editor))
    - [Как создать GUI-конвертер валют с помощью Tkinter на Python](https://www.thepythoncode.com/article/currency-converter-gui-using-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/currency-converter-gui))
    - [Как определить пол по имени с помощью Python](https://www.thepythoncode.com/article/gender-predictor-gui-app-tkinter-genderize-api-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/genderize-app))
    - [Как создать приложение для электронных таблиц с Tkinter на Python](https://www.thepythoncode.com/article/spreadsheet-app-using-tkinter-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/spreadsheet-app))
    - [Как сделать редактор форматированного текста с Tkinter на Python](https://www.thepythoncode.com/article/create-rich-text-editor-with-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/rich-text-editor))
    - [Как сделать редактор кода Python с помощью Tkinter на Python](https://www.thepythoncode.com/article/python-code-editor-using-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/python-code-editor))
    - [Как сделать калькулятор возраста на Python](https://www.thepythoncode.com/article/age-calculator-using-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/age-calculator))
    - [Как создать приложение-будильник с помощью Tkinter на Python](https://www.thepythoncode.com/article/build-an-alarm-clock-app-using-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/alarm-clock-app))
    - [Как создать GUI-приложение для записи голоса на Python](https://www.thepythoncode.com/article/make-a-gui-voice-recorder-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/voice-recorder-app))
    - [Как создать GUI-генератор и распознаватель QR-кодов с помощью Python](https://www.thepythoncode.com/article/make-a-qr-code-generator-and-reader-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/qrcode-generator-reader-gui))
    - [Как создать GUI-приложение-словарь с Tkinter на Python](https://www.thepythoncode.com/article/make-a-gui-audio-dictionary-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/word-dictionary-with-audio))
    - [Как сделать GUI-проверку орфографии в реальном времени на Python](https://www.thepythoncode.com/article/make-a-realtime-spelling-checker-gui-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/realtime-spelling-checker))
    - [Как создать GUI-приложение-переводчик на Python](https://www.thepythoncode.com/article/build-a-gui-language-translator-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/gui-language-translator))
    - [Как сделать редактор изображений на Python](https://www.thepythoncode.com/article/make-an-image-editor-in-tkinter-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/image-editor))
    - [Как создать CRUD-приложение с PyQt5 и SQLite3 на Python](https://thepythoncode.com/article/build-a-crud-app-using-pyqt5-and-sqlite3-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/crud-app-pyqt5))
    
- ### [Разработка игр](https://www.thepythoncode.com/topic/game-development)
    - [Как сделать кнопку с помощью PyGame на Python](https://www.thepythoncode.com/article/make-a-button-using-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/button-in-pygame))
    - [Как сделать программу для рисования на Python](https://www.thepythoncode.com/article/make-a-drawing-program-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/drawing-tool-in-pygame))
    - [Как сделать симулятор планет с PyGame на Python](https://www.thepythoncode.com/article/make-a-planet-simulator-using-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/planet-simulator))
    - [Как сделать игру в шахматы с Pygame на Python](https://www.thepythoncode.com/article/make-a-chess-game-using-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/chess-game))
    - [Как создать GUI-игру «Виселица» с помощью PyGame на Python](https://www.thepythoncode.com/article/hangman-gui-game-with-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/hangman-game-gui))
    - [Как сделать игру «Виселица» на Python](https://www.thepythoncode.com/article/make-a-hangman-game-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/python-standard-library/hangman-game))
    - [Как сделать текстовый квест на Python](https://www.thepythoncode.com/article/make-a-text-adventure-game-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/general/text-adventure-game))
    - [Как сделать игру «Тетрис» с помощью PyGame на Python](https://www.thepythoncode.com/article/create-a-tetris-game-with-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/tetris-game))
    - [Как создать игру «Крестики-нолики» на Python](https://www.thepythoncode.com/article/make-a-tic-tac-toe-game-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/tictactoe-game))
    - [Как сделать игру в шашки с Pygame на Python](https://www.thepythoncode.com/article/make-a-checkers-game-with-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/checkers-game))
    - [Как сделать игру «Змейка» на Python](https://www.thepythoncode.com/article/make-a-snake-game-with-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/snake-game))
    - [Как создать игру «Пятнашки» на Python](https://www.thepythoncode.com/article/slide-puzzle-game-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/slide-puzzle))
    - [Как сделать игру-лабиринт на Python](https://www.thepythoncode.com/article/build-a-maze-game-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/maze-game))
    - [Как создать платформер на Python](https://www.thepythoncode.com/article/platformer-game-with-pygame-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/platformer-game))
    - [Как сделать игру Flappy Bird на Python](https://thepythoncode.com/article/make-a-flappy-bird-game-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/flappy-bird-game))
    - [Как создать игру Pong на Python](https://thepythoncode.com/article/build-a-pong-game-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/pong-game))
    - [Как создать игру Space Invaders на Python](https://thepythoncode.com/article/make-a-space-invader-game-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/space-invaders-game))
    - [Как создать игру «Судоку» с помощью Python](https://thepythoncode.com/article/make-a-sudoku-game-in-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/sudoku-game))
    - [Как сделать игру Pacman с помощью Python](https://thepythoncode.com/article/creating-pacman-game-with-python). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/pacman-game))
    - [Как добавить звуковые эффекты в свою игру на Python](https://thepythoncode.com/article/add-sound-effects-to-python-game-with-pygame). ([код](https://github.com/x4nth055/pythoncode-tutorials/blob/master/gui-programming/adding-sound-effects-to-games))
    - [Как создать игру Breakout с PyGame на Python](https://thepythoncode.com/article/breakout-game-pygame-in-python). ([код](https://github.com/Omotunde2005/Breakout_with_pygame))


For any feedback, please consider pulling requests.