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Description: The Python Code Tutorials. Contribute to sandnose/pythoncode-tutorials development by creating an account on GitHub.

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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/scapy/arp-spoofer
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/keylogger
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/port_scanner
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/reverse_shell
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/file-encryption
How to Make a Subdomain Scanner in Python	https://www.thepythoncode.com/article/make-subdomain-scanner-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/subdomain-scanner
How to Use Steganography to Hide Secret Data in Images in Python	https://www.thepythoncode.com/article/hide-secret-data-in-images-using-steganography-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/steganography
How to Brute-Force SSH Servers in Python	https://www.thepythoncode.com/article/brute-force-ssh-servers-using-paramiko-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/bruteforce-ssh
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/xss-vulnerability-scanner
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/hashing-functions
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/ftp-cracker
How to Extract Image Metadata in Python	https://www.thepythoncode.com/article/extracting-image-metadata-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/image-metadata-extractor
How to Crack Zip File Passwords in Python	https://www.thepythoncode.com/article/crack-zip-file-password-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/zipfile-cracker
How to Crack PDF Files in Python	https://www.thepythoncode.com/article/crack-pdf-file-password-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/pdf-cracker
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/sql-injection-detector
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/chrome-password-extractor
How to Use Shodan API in Python	https://www.thepythoncode.com/article/using-shodan-api-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/shodan-api
How to Make an HTTP Proxy in Python	https://www.thepythoncode.com/article/writing-http-proxy-in-python-with-mitmproxy
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/http-mitm-proxy
How to Extract Chrome Cookies in Python	https://www.thepythoncode.com/article/extract-chrome-cookies-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/chrome-cookie-extractor
How to Extract Saved WiFi Passwords in Python	https://www.thepythoncode.com/article/extract-saved-wifi-passwords-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/get-wifi-passwords
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code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/mac-address-changer
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How to Make a Ransomware in Python	https://www.thepythoncode.com/article/make-a-ransomware-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/ransomware
How to Perform DNS Enumeration in Python	https://www.thepythoncode.com/article/dns-enumeration-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/dns-enumeration
How to Geolocate IP addresses in Python	https://www.thepythoncode.com/article/geolocate-ip-addresses-with-ipinfo-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/geolocating-ip-addresses
How to Crack Hashes in Python	https://thepythoncode.com/article/crack-hashes-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/hash-cracker
How to Make a Phone Number Tracker in Python	https://thepythoncode.com/article/phone-number-tracker-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/phone-number-tracker
How to Make a Login Password Guesser in Python	https://thepythoncode.com/article/make-a-login-password-guesser-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/login-password-guesser
How to Build a Password Manager in Python	https://thepythoncode.com/article/build-a-password-manager-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/password-manager
How to List Wi-Fi Networks in Python	https://thepythoncode.com/article/list-nearby-wifi-networks-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/listing-wifi-networks
How to Verify File Integrity in Python	https://thepythoncode.com/article/verify-downloaded-files-with-checksum-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/verify-file-integrity
How to Create a Zip File Locker in Python	https://thepythoncode.com/article/build-a-zip-file-locker-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/zip-file-locker
How to Implement the Caesar Cipher in Python	https://thepythoncode.com/article/implement-caesar-cipher-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/caesar-cipher
How to Crack the Caesar Cipher in Python	https://thepythoncode.com/article/how-to-crack-caesar-cipher-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/caesar-cipher
How to Lock PDFs in Python	https://thepythoncode.com/article/lock-pdfs-in-python
(code)	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/pdf-locker
How to Create a Custom Wordlist in Python	https://thepythoncode.com/article/make-a-wordlist-generator-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/bruteforce-wordlist-generator
How to Implement the Affine Cipher in Python	https://thepythoncode.com/article/how-to-implement-affine-cipher-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/implement-affine-cipher
How to Crack the Affine Cipher in Python	https://thepythoncode.com/article/how-to-crack-the-affine-cipher-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/crack-affine-cipher
How to Implement the Vigenère Cipher in Python	https://thepythoncode.com/article/implementing-the-vigenere-cipher-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/implement-vigenere-cipher
How to Generate Fake User Data in Python	https://thepythoncode.com/article/generate-fake-user-data-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/fake-user-data-generator
Bluetooth Device Scanning in Python	https://thepythoncode.com/article/build-a-bluetooth-scanner-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/bluetooth-scanner
How to Create A Fork Bomb in Python	https://thepythoncode.com/article/make-a-fork-bomb-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/fork-bomb
How to Implement 2FA in Python	https://thepythoncode.com/article/implement-2fa-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/implement-2fa
How to Build a Username Search Tool in Python	https://thepythoncode.com/code/social-media-username-finder-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/username-finder
How to Find Past Wi-Fi Connections on Windows in Python	https://thepythoncode.com/article/find-past-wifi-connections-on-windows-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/find-past-wifi-connections-on-windows
How to Remove Metadata from PDFs in Python	https://thepythoncode.com/article/how-to-remove-metadata-from-pdfs-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/pdf-metadata-remover
How to Extract Metadata from Docx Files in Python	https://thepythoncode.com/article/docx-metadata-extractor-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/docx-metadata-extractor
How to Build Spyware in Python	https://thepythoncode.com/article/how-to-build-spyware-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/spyware
How to Exploit Command Injection Vulnerabilities in Python	https://thepythoncode.com/article/how-to-exploit-command-injection-vulnerabilities-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/exploit-command-injection
How to Make Malware Persistent in Python	https://thepythoncode.com/article/how-to-create-malware-persistent-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/persistent-malware
How to Remove Persistent Malware in Python	https://thepythoncode.com/article/removingg-persistent-malware-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/remove-persistent-malware
How to Check Password Strength with Python	https://thepythoncode.com/article/test-password-strength-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/checking-password-strength
How to Perform Reverse DNS Lookups Using Python	https://thepythoncode.com/article/reverse-dns-lookup-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/reverse-dns-lookup
How to Make a Clickjacking Vulnerability Scanner in Python	https://thepythoncode.com/article/make-a-clickjacking-vulnerability-scanner-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/clickjacking-scanner
How to Build a Custom NetCat with Python	https://thepythoncode.com/article/create-a-custom-netcat-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/ethical-hacking/custom-netcat
Machine Learning	https://www.thepythoncode.com/topic/machine-learning
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#machine-learning
Natural Language Processing	https://www.thepythoncode.com/topic/nlp
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#natural-language-processing
How to Build a Spam Classifier using Keras in Python	https://www.thepythoncode.com/article/build-spam-classifier-keras-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/spam-classifier
How to Build a Text Generator using TensorFlow and Keras in Python	https://www.thepythoncode.com/article/text-generation-keras-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/text-generator
How to Perform Text Classification in Python using Tensorflow 2 and Keras	https://www.thepythoncode.com/article/text-classification-using-tensorflow-2-and-keras-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/text-classification
Sentiment Analysis using Vader in Python	https://www.thepythoncode.com/article/vaderSentiment-tool-to-extract-sentimental-values-in-texts-using-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/sentiment-analysis-vader
How to Perform Text Summarization using Transformers in Python	https://www.thepythoncode.com/article/text-summarization-using-huggingface-transformers-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/text-summarization
How to Fine Tune BERT for Text Classification using Transformers in Python	https://www.thepythoncode.com/article/finetuning-bert-using-huggingface-transformers-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/bert-text-classification
Conversational AI Chatbot with Transformers in Python	https://www.thepythoncode.com/article/conversational-ai-chatbot-with-huggingface-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/chatbot-transformers
How to Train BERT from Scratch using Transformers in Python	https://www.thepythoncode.com/article/pretraining-bert-huggingface-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/pretraining-bert
How to Perform Machine Translation using Transformers in Python	https://www.thepythoncode.com/article/machine-translation-using-huggingface-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/machine-translation
Speech Recognition using Transformers in Python	https://www.thepythoncode.com/article/speech-recognition-using-huggingface-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/speech-recognition-transformers
Text Generation with Transformers in Python	https://www.thepythoncode.com/article/text-generation-with-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/text-generation-transformers
How to Paraphrase Text using Transformers in Python	https://www.thepythoncode.com/article/paraphrase-text-using-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/text-paraphrasing
Fake News Detection using Transformers in Python	https://www.thepythoncode.com/article/fake-news-classification-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/fake-news-classification
Named Entity Recognition using Transformers and Spacy in Python	https://www.thepythoncode.com/article/named-entity-recognition-using-transformers-and-spacy
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/named-entity-recognition
Tokenization, Stemming, and Lemmatization in Python	https://www.thepythoncode.com/article/tokenization-stemming-and-lemmatization-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/tokenization-stemming-lemmatization
How to Fine Tune BERT for Semantic Textual Similarity using Transformers in Python	https://www.thepythoncode.com/article/finetune-bert-for-semantic-textual-similarity-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/semantic-textual-similarity
How to Calculate the BLEU Score in Python	https://www.thepythoncode.com/article/bleu-score-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/bleu-score
Word Error Rate in Python	https://www.thepythoncode.com/article/calculate-word-error-rate-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/wer-score
How to Calculate ROUGE Score in Python	https://www.thepythoncode.com/article/calculate-rouge-score-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/nlp/rouge-score
Visual Question Answering with Transformers	https://www.thepythoncode.com/article/visual-question-answering-with-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/visual-question-answering
Computer Vision	https://www.thepythoncode.com/topic/computer-vision
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#computer-vision
How to Detect Human Faces in Python using OpenCV	https://www.thepythoncode.com/article/detect-faces-opencv-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/face_detection
How to Make an Image Classifier in Python using TensorFlow and Keras	https://www.thepythoncode.com/article/image-classification-keras-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/image-classifier
How to Use Transfer Learning for Image Classification using Keras in Python	https://www.thepythoncode.com/article/use-transfer-learning-for-image-flower-classification-keras-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/image-classifier-using-transfer-learning
How to Perform Edge Detection in Python using OpenCV	https://www.thepythoncode.com/article/canny-edge-detection-opencv-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/edge-detection
How to Detect Shapes in Images in Python	https://www.thepythoncode.com/article/detect-shapes-hough-transform-opencv-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/shape-detection
How to Detect Contours in Images using OpenCV in Python	https://www.thepythoncode.com/article/contour-detection-opencv-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/contour-detection
How to Recognize Optical Characters in Images in Python	https://www.thepythoncode.com/article/optical-character-recognition-pytesseract-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/optical-character-recognition
How to Use K-Means Clustering for Image Segmentation using OpenCV in Python	https://www.thepythoncode.com/article/kmeans-for-image-segmentation-opencv-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/kmeans-image-segmentation
How to Perform YOLO Object Detection using OpenCV and PyTorch in Python	https://www.thepythoncode.com/article/yolo-object-detection-with-opencv-and-pytorch-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/object-detection
How to Blur Faces in Images using OpenCV in Python	https://www.thepythoncode.com/article/blur-faces-in-images-using-opencv-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/blur-faces
Skin Cancer Detection using TensorFlow in Python	https://www.thepythoncode.com/article/skin-cancer-detection-using-tensorflow-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/skin-cancer-detection
How to Perform Malaria Cells Classification using TensorFlow 2 and Keras in Python	https://www.thepythoncode.com/article/malaria-cells-classification
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/malaria-classification
Image Transformations using OpenCV in Python	https://www.thepythoncode.com/article/image-transformations-using-opencv-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/image-transformation
How to Apply HOG Feature Extraction in Python	https://www.thepythoncode.com/article/hog-feature-extraction-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/hog-feature-extraction
SIFT Feature Extraction using OpenCV in Python	https://www.thepythoncode.com/article/sift-feature-extraction-using-opencv-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/sift
Age Prediction using OpenCV in Python	https://www.thepythoncode.com/article/predict-age-using-opencv
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/face-age-prediction
Gender Detection using OpenCV in Python	https://www.thepythoncode.com/article/gender-detection-using-opencv-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/face-gender-detection
Age and Gender Detection using OpenCV in Python	https://www.thepythoncode.com/article/gender-and-age-detection-using-opencv-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/age-and-gender-detection
Satellite Image Classification using TensorFlow in Python	https://www.thepythoncode.com/article/satellite-image-classification-using-tensorflow-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/satellite-image-classification
How to Perform Image Segmentation using Transformers in Python	https://www.thepythoncode.com/article/image-segmentation-using-huggingface-transformers-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/image-segmentation-transformers
How to Fine Tune ViT for Image Classification using Huggingface Transformers in Python	https://www.thepythoncode.com/article/finetune-vit-for-image-classification-using-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/finetuning-vit-image-classification
How to Generate Images from Text using Stable Diffusion in Python	https://www.thepythoncode.com/article/generate-images-from-text-stable-diffusion-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/stable-diffusion-models
How to Perform Image to Image Generation with Stable Diffusion in Python	https://www.thepythoncode.com/article/generate-images-using-depth-to-image-huggingface-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/depth2image-stable-diffusion
Real-time Object Tracking with OpenCV and YOLOv8 in 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
How to Control the Generated Images by diffusion models via ControlNet in Python	https://www.thepythoncode.com/article/control-generated-images-with-controlnet-with-huggingface
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/control-image-generation-with-controlnet
How to Edit Images using InstructPix2Pix in Python	https://www.thepythoncode.com/article/edit-images-using-instruct-pix2pix-with-huggingface
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/edit-images-instruct-pix2pix
How to Upscale Images using Stable Diffusion in Python	https://www.thepythoncode.com/article/upscale-images-using-stable-diffusion-x4-upscaler-huggingface
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/stable-diffusion-upscaler
Real-Time Vehicle Detection, Tracking and Counting in 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/
How to Cartoonify Images in Python	https://thepythoncode.com/article/make-a-cartoonifier-with-opencv-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/cartoonify-images
How to Make a Facial Recognition System in Python	https://thepythoncode.com/article/create-a-facial-recognition-system-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/facial-recognition-system
Non-Maximum Suppression with OpenCV and Python	https://thepythoncode.com/article/non-maximum-suppression-using-opencv-in-python
code	https://github.com/Rouizi/Non-Maximum-Suppression-with-OpenCV-and-Python
Building a Speech Emotion Recognizer using Scikit-learn	https://www.thepythoncode.com/article/building-a-speech-emotion-recognizer-using-sklearn
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/speech-emotion-recognition
How to Convert Speech to Text in Python	https://www.thepythoncode.com/article/using-speech-recognition-to-convert-speech-to-text-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/speech-recognition
Top 8 Python Libraries For Data Scientists and Machine Learning Engineers	https://www.thepythoncode.com/article/top-python-libraries-for-data-scientists
How to Predict Stock Prices in Python using TensorFlow 2 and Keras	https://www.thepythoncode.com/article/stock-price-prediction-in-python-using-tensorflow-2-and-keras
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/stock-prediction
How to Convert Text to Speech in Python	https://www.thepythoncode.com/article/convert-text-to-speech-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/text-to-speech
How to Perform Voice Gender Recognition using TensorFlow in Python	https://www.thepythoncode.com/article/gender-recognition-by-voice-using-tensorflow-in-python
code	https://github.com/x4nth055/gender-recognition-by-voice
Introduction to Finance and Technical Indicators with Python	https://www.thepythoncode.com/article/introduction-to-finance-and-technical-indicators-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/technical-indicators
Algorithmic Trading with FXCM Broker in Python	https://www.thepythoncode.com/article/trading-with-fxcm-broker-using-fxcmpy-library-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/trading-with-fxcm
How to Create Plots With Plotly In Python	https://www.thepythoncode.com/article/creating-dynamic-plots-with-plotly-visualization-tool-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/plotly-visualization
Feature Selection using Scikit-Learn in Python	https://www.thepythoncode.com/article/feature-selection-and-feature-engineering-using-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/feature-selection
Imbalance Learning With Imblearn and Smote Variants Libraries in Python	https://www.thepythoncode.com/article/handling-imbalance-data-imblearn-smote-variants-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/imbalance-learning
Credit Card Fraud Detection in Python	https://www.thepythoncode.com/article/credit-card-fraud-detection-using-sklearn-in-python#near-miss
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/credit-card-fraud-detection
Customer Churn Prediction in Python	https://www.thepythoncode.com/article/customer-churn-detection-using-sklearn-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/customer-churn-detection
Recommender Systems using Association Rules Mining in Python	https://www.thepythoncode.com/article/build-a-recommender-system-with-association-rule-mining-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/recommender-system-using-association-rules
Handling Imbalanced Datasets: A Case Study with Customer Churn	https://www.thepythoncode.com/article/handling-imbalanced-datasets-sklearn-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/handling-inbalance-churn-data
Logistic Regression using PyTorch in Python	https://www.thepythoncode.com/article/logistic-regression-using-pytorch
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/logistic-regression-in-pytorch
Dropout Regularization using PyTorch in Python	https://www.thepythoncode.com/article/dropout-regularization-in-pytorch
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/dropout-in-pytorch
K-Fold Cross Validation using Scikit-Learn in Python	https://www.thepythoncode.com/article/kfold-cross-validation-using-sklearn-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/k-fold-cross-validation-sklearn
Dimensionality Reduction: Feature Extraction using Scikit-learn in Python	https://www.thepythoncode.com/article/dimensionality-reduction-using-feature-extraction-sklearn
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/dimensionality-reduction-feature-extraction
Dimensionality Reduction: Using Feature Selection in Python	https://www.thepythoncode.com/article/dimensionality-reduction-feature-selection
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/dimensionality-reduction-feature-selection
A Guide to Explainable AI Using Python	https://www.thepythoncode.com/article/explainable-ai-model-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/explainable-ai
Autoencoders for Dimensionality Reduction using TensorFlow in Python	https://www.thepythoncode.com/article/feature-extraction-dimensionality-reduction-autoencoders-python-keras
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/feature-extraction-autoencoders
Exploring the Different Types of Clustering Algorithms in Machine Learning with Python	https://www.thepythoncode.com/article/clustering-algorithms-in-machine-learning-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/clustering-algorithms
Image Captioning using PyTorch and Transformers	https://www.thepythoncode.com/article/image-captioning-with-pytorch-and-transformers-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/image-captioning
Speech Recognition in Python	https://www.thepythoncode.com/article/speech-recognition-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/machine-learning/asr
General Python Topics	https://www.thepythoncode.com/topic/general-python-topics
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#general-python-topics
How to Make Facebook Messenger bot in Python	https://www.thepythoncode.com/article/make-bot-fbchat-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/messenger-bot
How to Get Hardware and System Information in Python	https://www.thepythoncode.com/article/get-hardware-system-information-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/sys-info
How to Control your Mouse in Python	https://www.thepythoncode.com/article/control-mouse-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/mouse-controller
How to Control your Keyboard in Python	https://www.thepythoncode.com/article/control-keyboard-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/keyboard-controller
How to Make a Process Monitor in Python	https://www.thepythoncode.com/article/make-process-monitor-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/process-monitor
How to Download Files in Python	https://www.thepythoncode.com/article/download-files-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/file-downloader
How to Execute BASH Commands in a Remote Machine in Python	https://www.thepythoncode.com/article/executing-bash-commands-remotely-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/execute-ssh-commands
How to Convert Python Files into Executables	https://www.thepythoncode.com/article/building-python-files-into-stand-alone-executables-using-pyinstaller
How to Get the Size of Directories in Python	https://www.thepythoncode.com/article/get-directory-size-in-bytes-using-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/calculate-directory-size
How to Get Geographic Locations in Python	https://www.thepythoncode.com/article/get-geolocation-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/geolocation
How to Assembly, Disassembly and Emulate Machine Code using Python	https://www.thepythoncode.com/article/arm-x86-64-assembly-disassembly-and-emulation-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/assembly-code
How to Change Text Color in Python	https://www.thepythoncode.com/article/change-text-color-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/printing-in-colors
How to Create a Watchdog in Python	https://www.thepythoncode.com/article/create-a-watchdog-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/directory-watcher
How to Convert Pandas Dataframes to HTML Tables in Python	https://www.thepythoncode.com/article/convert-pandas-dataframe-to-html-table-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/dataframe-to-html
How to Make a Simple Math Quiz Game in Python	https://www.thepythoncode.com/article/make-a-simple-math-quiz-game-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/simple-math-game
How to Make a Network Usage Monitor in Python	https://www.thepythoncode.com/article/make-a-network-usage-monitor-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/network-usage
How to Replace Text in Docx Files in Python	https://www.thepythoncode.com/article/replace-text-in-docx-files-using-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/docx-file-replacer
Zipf's Word Frequency Plot with Python	https://www.thepythoncode.com/article/plot-zipfs-law-using-matplotlib-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/zipf-curve
How to Plot Weather Temperature in Python	https://www.thepythoncode.com/article/interactive-weather-plot-with-matplotlib-and-requests
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/interactive-weather-plot
How to Generate SVG Country Maps in Python	https://www.thepythoncode.com/article/generate-svg-country-maps-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/generate-svg-country-map
How to Query the Ethereum Blockchain with Python	https://www.thepythoncode.com/article/query-ethereum-blockchain-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/query-ethereum
Data Cleaning with Pandas in Python	https://www.thepythoncode.com/article/data-cleaning-using-pandas-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/data-cleaning-pandas
How to Minify CSS with Python	https://www.thepythoncode.com/article/minimize-css-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/minify-css
Web Scraping	https://www.thepythoncode.com/topic/web-scraping
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#web-scraping
How to Access Wikipedia in Python	https://www.thepythoncode.com/article/access-wikipedia-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/wikipedia-extractor
How to Extract YouTube Data in Python	https://www.thepythoncode.com/article/get-youtube-data-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/youtube-extractor
How to Extract Weather Data from Google in Python	https://www.thepythoncode.com/article/extract-weather-data-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/weather-extractor
How to Download All Images from a Web Page in Python	https://www.thepythoncode.com/article/download-web-page-images-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/download-images
How to Extract All Website Links in Python	https://www.thepythoncode.com/article/extract-all-website-links-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/link-extractor
How to Make an Email Extractor in Python	https://www.thepythoncode.com/article/extracting-email-addresses-from-web-pages-using-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/email-extractor
How to Convert HTML Tables into CSV Files in Python	https://www.thepythoncode.com/article/convert-html-tables-into-csv-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/html-table-extractor
How to Use Proxies to Anonymize your Browsing and Scraping using Python	https://www.thepythoncode.com/article/using-proxies-using-requests-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/using-proxies
How to Extract Script and CSS Files from Web Pages in Python	https://www.thepythoncode.com/article/extract-web-page-script-and-css-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/webpage-js-css-extractor
How to Extract and Submit Web Forms from a URL using Python	https://www.thepythoncode.com/article/extracting-and-submitting-web-page-forms-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/extract-and-fill-forms
How to Get Domain Name Information in Python	https://www.thepythoncode.com/article/extracting-domain-name-information-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/get-domain-info
How to Extract YouTube Comments in Python	https://www.thepythoncode.com/article/extract-youtube-comments-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/youtube-comments-extractor
Automated Browser Testing with Edge and Selenium in Python	https://www.thepythoncode.com/article/automated-browser-testing-with-edge-and-selenium-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/selenium-edge-browser
How to Automate Login using Selenium in Python	https://www.thepythoncode.com/article/automate-login-to-websites-using-selenium-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/automate-login
How to Make a Currency Converter in Python	https://www.thepythoncode.com/article/make-a-currency-converter-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/currency-converter
How to Extract Google Trends Data in Python	https://www.thepythoncode.com/article/extract-google-trends-data-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/extract-google-trends-data
How to Make a YouTube Video Downloader in Python	https://www.thepythoncode.com/article/make-a-youtube-video-downloader-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/youtube-video-downloader
How to Build a YouTube Audio Downloader in Python	https://www.thepythoncode.com/article/build-a-youtube-mp3-downloader-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/youtube-mp3-downloader
Python Standard Library	https://www.thepythoncode.com/topic/python-standard-library
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#python-standard-library
How to Transfer Files in the Network using Sockets in Python	https://www.thepythoncode.com/article/send-receive-files-using-sockets-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/transfer-files
How to Compress and Decompress Files in Python	https://www.thepythoncode.com/article/compress-decompress-files-tarfile-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/compressing-files
How to Use Pickle for Object Serialization in Python	https://www.thepythoncode.com/article/object-serialization-saving-and-loading-objects-using-pickle-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/object-serialization
How to Manipulate IP Addresses in Python using ipaddress module	https://www.thepythoncode.com/article/manipulate-ip-addresses-using-ipaddress-module-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/ipaddress-module
How to Send Emails in Python using smtplib Module	https://www.thepythoncode.com/article/sending-emails-in-python-smtplib
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/email-sender
How to Handle Files in Python using OS Module	https://www.thepythoncode.com/article/file-handling-in-python-using-os-module
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/handling-files
How to Generate Random Data in Python	https://www.thepythoncode.com/article/generate-random-data-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/generating-random-data
How to Use Threads to Speed Up your IO Tasks in Python	https://www.thepythoncode.com/article/using-threads-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/using-threads
How to List all Files and Directories in FTP Server using Python	https://www.thepythoncode.com/article/list-files-and-directories-in-ftp-server-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/listing-files-in-ftp-server
How to Read Emails in Python	https://www.thepythoncode.com/article/reading-emails-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/reading-email-messages
How to Download and Upload Files in FTP Server using Python	https://www.thepythoncode.com/article/download-and-upload-files-in-ftp-server-using-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/download-and-upload-files-in-ftp
How to Work with JSON Files in Python	https://www.thepythoncode.com/article/working-with-json-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/working-with-json
How to Use Regular Expressions in Python	https://www.thepythoncode.com/article/work-with-regular-expressions-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/regular-expressions
Logging in Python	https://www.thepythoncode.com/article/logging-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/logging
How to Make a Chat Application in Python	https://www.thepythoncode.com/article/make-a-chat-room-application-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/chat-application
How to Delete Emails in Python	https://www.thepythoncode.com/article/deleting-emails-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/deleting-emails
Daemon Threads in Python	https://www.thepythoncode.com/article/daemon-threads-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/daemon-thread
How to Organize Files by Extension in Python	https://www.thepythoncode.com/article/organize-files-by-extension-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/extension-separator
How to Split a String In Python	https://www.thepythoncode.com/article/split-a-string-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/split-string
How to Print Variable Name and Value in Python	https://www.thepythoncode.com/article/print-variable-name-and-value-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/print-variable-name-and-value
How to Make a Hangman Game in Python	https://www.thepythoncode.com/article/make-a-hangman-game-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/hangman-game
How to Use the Argparse Module in Python	https://www.thepythoncode.com/article/how-to-use-argparse-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/argparse
How to Make a Grep Clone in Python	https://thepythoncode.com/article/how-to-make-grep-clone-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/grep-clone
How to Validate Credit Card Numbers in Python	https://thepythoncode.com/article/credit-card-validation-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/credit-card-validation
How to Build a TCP Proxy with Python	https://thepythoncode.com/article/building-a-tcp-proxy-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/tcp-proxy
Using APIs	https://www.thepythoncode.com/topic/using-apis-in-python
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#using-apis
How to Automate your VPS or Dedicated Server Management in Python	https://www.thepythoncode.com/article/automate-veesp-server-management-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/automating-server-management
How to Download Torrent Files in Python	https://www.thepythoncode.com/article/download-torrent-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/torrent-downloader
How to Use Google Custom Search Engine API in Python	https://www.thepythoncode.com/article/use-google-custom-search-engine-api-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/using-custom-search-engine-api
How to Use Github API in Python	https://www.thepythoncode.com/article/using-github-api-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/github-api
How to Use Google Drive API in Python	https://www.thepythoncode.com/article/using-google-drive--api-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/using-google-drive-api
How to Translate Text in Python	https://www.thepythoncode.com/article/translate-text-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/using-google-translate-api
How to Make a URL Shortener in Python	https://www.thepythoncode.com/article/make-url-shortener-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/url-shortener
How to Get Google Page Ranking in Python	https://www.thepythoncode.com/article/get-google-page-ranking-by-keyword-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/getting-google-page-ranking
How to Make a Telegram Bot in Python	https://www.thepythoncode.com/article/make-a-telegram-bot-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/telegram-bot
How to Use Gmail API in Python	https://www.thepythoncode.com/article/use-gmail-api-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/gmail-api
How to Use YouTube API in Python	https://www.thepythoncode.com/article/using-youtube-api-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/youtube-api
Webhooks in Python with Flask	https://www.thepythoncode.com/article/webhooks-in-python-with-flask
code	https://github.com/bassemmarji/Flask_Webhook
How to Make a Language Detector in Python	https://www.thepythoncode.com/article/language-detector-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/language-detector
How to Build a Twitter (X) Bot in Python	https://thepythoncode.com/article/make-a-twitter-bot-in-python
code	https://github.com/menard-codes/dog-fact-tweeter-bot
Database	https://www.thepythoncode.com/topic/using-databases-in-python
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#database
How to Use MySQL Database in Python	https://www.thepythoncode.com/article/using-mysql-database-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/database/mysql-connector
How to Connect to a Remote MySQL Database in Python	https://www.thepythoncode.com/article/connect-to-a-remote-mysql-server-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/database/connect-to-remote-mysql-server
How to Use MongoDB Database in Python	https://www.thepythoncode.com/article/introduction-to-mongodb-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/database/mongodb-client
Handling PDF Files	https://www.thepythoncode.com/topic/handling-pdf-files
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#handling-pdf-files
How to Extract All PDF Links in Python	https://www.thepythoncode.com/article/extract-pdf-links-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/pdf-url-extractor
How to Extract PDF Tables in Python	https://www.thepythoncode.com/article/extract-pdf-tables-in-python-camelot
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/pdf-table-extractor
How to Extract Images from PDF in Python	https://www.thepythoncode.com/article/extract-pdf-images-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-scraping/pdf-image-extractor
How to Watermark PDF Files in Python	https://www.thepythoncode.com/article/watermark-in-pdf-using-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/add-watermark-pdf
Highlighting Text in PDF with Python	https://www.thepythoncode.com/article/redact-and-highlight-text-in-pdf-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/highlight-redact-text
How to Extract Text from Images in PDF Files with Python	https://www.thepythoncode.com/article/extract-text-from-images-or-scanned-pdf-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/pdf-ocr
How to Convert PDF to Docx in Python	https://www.thepythoncode.com/article/convert-pdf-files-to-docx-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/convert-pdf-to-docx
How to Convert PDF to Images in Python	https://www.thepythoncode.com/article/convert-pdf-files-to-images-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/convert-pdf-to-image
How to Compress PDF Files in Python	https://www.thepythoncode.com/article/compress-pdf-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/pdf-compressor
How to Encrypt and Decrypt PDF Files in Python	https://www.thepythoncode.com/article/encrypt-pdf-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/encrypt-pdf
How to Merge PDF Files in Python	https://www.thepythoncode.com/article/merge-pdf-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/pdf-merger
How to Sign PDF Files in Python	https://www.thepythoncode.com/article/sign-pdf-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/pdf-signer
How to Extract PDF Metadata in Python	https://www.thepythoncode.com/article/extract-pdf-metadata-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/extract-pdf-metadata
How to Split PDF Files in Python	https://www.thepythoncode.com/article/split-pdf-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/split-pdf
How to Extract Text from PDF in Python	https://www.thepythoncode.com/article/extract-text-from-pdf-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/extract-text-from-pdf
How to Convert HTML to PDF in Python	https://www.thepythoncode.com/article/convert-html-to-pdf-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/handling-pdf-files/convert-html-to-pdf
How to Make a GUI PDF Viewer in Python	https://www.thepythoncode.com/article/make-pdf-viewer-with-tktinter-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/pdf-viewer
Python for Multimedia	https://www.thepythoncode.com/topic/python-for-multimedia
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#python-for-multimedia
How to Make a Screen Recorder in Python	https://www.thepythoncode.com/article/make-screen-recorder-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/screen-recorder
How to Generate and Read QR Code in Python	https://www.thepythoncode.com/article/generate-read-qr-code-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/generating-reading-qrcode
How to Play and Record Audio in Python	https://www.thepythoncode.com/article/play-and-record-audio-sound-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/recording-and-playing-audio
How to Make a Barcode Reader in Python	https://www.thepythoncode.com/article/making-a-barcode-scanner-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/barcode-reader
How to Extract Audio from Video in Python	https://www.thepythoncode.com/article/extract-audio-from-video-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/video-to-audio-converter
How to Combine a Static Image with Audio in Python	https://www.thepythoncode.com/article/add-static-image-to-audio-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/add-photo-to-audio
How to Concatenate Video Files in Python	https://www.thepythoncode.com/article/concatenate-video-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/combine-video
How to Concatenate Audio Files in Python	https://www.thepythoncode.com/article/concatenate-audio-files-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/combine-audio
How to Extract Frames from Video in Python	https://www.thepythoncode.com/article/extract-frames-from-videos-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/extract-frames-from-video
How to Reverse Videos in Python	https://www.thepythoncode.com/article/reverse-video-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/reverse-video
How to Extract Video Metadata in Python	https://www.thepythoncode.com/article/extract-media-metadata-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/extract-video-metadata
How to Record a Specific Window in Python	https://www.thepythoncode.com/article/record-a-specific-window-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/record-specific-window
How to Add Audio to Video in Python	https://www.thepythoncode.com/article/add-audio-to-video-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/add-audio-to-video
How to Compress Images in Python	https://www.thepythoncode.com/article/compress-images-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/compress-image
How to Remove Metadata from an Image in Python	https://thepythoncode.com/article/how-to-clear-image-metadata-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/remove-metadata-from-images
How to Create Videos from Images in Python	https://thepythoncode.com/article/create-a-video-from-images-opencv-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-for-multimedia/create-video-from-images
Web Programming	https://www.thepythoncode.com/topic/web-programming
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#web-programming
Detecting Fraudulent Transactions in a Streaming Application using Kafka in Python	https://www.thepythoncode.com/article/detect-fraudulent-transactions-with-apache-kafka-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/detect-fraudulent-transactions
Asynchronous Tasks with Celery in Python	https://www.thepythoncode.com/article/async-tasks-with-celery-redis-and-flask-in-python
code	https://github.com/bassemmarji/flask_sync_async
How to Build a CRUD App with Flask and SQLAlchemy in Python	https://www.thepythoncode.com/article/building-crud-app-with-flask-and-sqlalchemy
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/bookshop-crud-app-flask
How to Build an English Dictionary App with Django in Python	https://www.thepythoncode.com/article/build-dictionary-app-with-django-and-pydictionary-api-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/djangodictionary
How to Build a CRUD Application using Django in Python	https://www.thepythoncode.com/article/build-bookstore-app-with-django-backend-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/bookshop-crud-app-django
How to Build a Weather App using Django in Python	https://www.thepythoncode.com/article/weather-app-django-openweather-api-using-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/django-weather-app
How to Build an Authentication System in Django	https://www.thepythoncode.com/article/authentication-system-in-django-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/django-authentication
How to Make a Blog using Django in Python	https://www.thepythoncode.com/article/create-a-blog-using-django-in-python
code	https://github.com/chepkiruidorothy/simple-blog-site
How to Make a Todo App using Django in Python	https://www.thepythoncode.com/article/build-a-todo-app-with-django-in-python
code	https://github.com/chepkiruidorothy/todo-app-simple/tree/master
How to Build an Email Address Verifier App using Django in Python	https://www.thepythoncode.com/article/build-an-email-verifier-app-using-django-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/webbased-emailverifier
How to Build a Web Assistant Using Django and OpenAI GPT-3.5 API in Python	https://www.thepythoncode.com/article/web-assistant-django-with-gpt3-api-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/webassistant
How to Make an Accounting App with Django in Python	https://www.thepythoncode.com/article/make-an-accounting-app-with-django-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/accounting-app
How to Build a News Site API with Django Rest Framework in Python	https://www.thepythoncode.com/article/a-news-site-api-with-django-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/news_project
How to Create a RESTful API with Flask in Python	https://www.thepythoncode.com/article/create-a-restful-api-with-flask-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/web-programming/restful-api-flask
How to Build a GraphQL API in Python	https://www.thepythoncode.com/article/build-a-graphql-api-with-fastapi-strawberry-and-postgres-python
code	https://github.com/menard-codes/PythonGQLArticle
How to Build a Chat App using Flask in Python	https://thepythoncode.com/article/how-to-build-a-chat-app-in-python-using-flask-and-flasksocketio
code	https://github.com/menard-codes/FlaskChatApp
How to Build a Full-Stack Web App in Python using FastAPI and React.js	https://thepythoncode.com/article/fullstack-notes-app-with-fastapi-and-reactjs
Backend	https://github.com/menard-codes/NotesAppBackend-FastAPI-React
Frontend	https://github.com/menard-codes/NotesAppFrontend-FastAPI-React
GUI Programming	https://www.thepythoncode.com/topic/gui-programming
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#gui-programming
How to Make a Text Editor using Tkinter in Python	https://www.thepythoncode.com/article/text-editor-using-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/text-editor
How to Make a Button using PyGame in Python	https://www.thepythoncode.com/article/make-a-button-using-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/button-in-pygame
How to Make a File Explorer using Tkinter in Python	https://www.thepythoncode.com/article/create-a-simple-file-explorer-using-tkinter-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/file-explorer
How to Make a Calculator with Tkinter in Python	https://www.thepythoncode.com/article/make-a-calculator-app-using-tkinter-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/calculator-app
How to Make a Typing Speed Tester with Tkinter in Python	https://www.thepythoncode.com/article/how-to-make-typing-speed-tester-in-python-using-tkinter
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/type-speed-tester
How to Make a Markdown Editor using Tkinter in Python	https://www.thepythoncode.com/article/markdown-editor-with-tkinter-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/markdown-editor
How to Build a GUI Currency Converter using Tkinter in Python	https://www.thepythoncode.com/article/currency-converter-gui-using-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/currency-converter-gui
How to Detect Gender by Name using Python	https://www.thepythoncode.com/article/gender-predictor-gui-app-tkinter-genderize-api-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/genderize-app
How to Build a Spreadsheet App with Tkinter in Python	https://www.thepythoncode.com/article/spreadsheet-app-using-tkinter-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/spreadsheet-app
How to Make a Rich Text Editor with Tkinter in Python	https://www.thepythoncode.com/article/create-rich-text-editor-with-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/rich-text-editor
How to Make a Python Code Editor using Tkinter in Python	https://www.thepythoncode.com/article/python-code-editor-using-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/python-code-editor
How to Make an Age Calculator in Python	https://www.thepythoncode.com/article/age-calculator-using-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/age-calculator
How to Create an Alarm Clock App using Tkinter in Python	https://www.thepythoncode.com/article/build-an-alarm-clock-app-using-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/alarm-clock-app
How to Build a GUI Voice Recorder App in Python	https://www.thepythoncode.com/article/make-a-gui-voice-recorder-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/voice-recorder-app
How to Build a GUI QR Code Generator and Detector Using Python	https://www.thepythoncode.com/article/make-a-qr-code-generator-and-reader-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/qrcode-generator-reader-gui
How to Build a GUI Dictionary App with Tkinter in Python	https://www.thepythoncode.com/article/make-a-gui-audio-dictionary-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/word-dictionary-with-audio
How to Make a Real-Time GUI Spelling Checker in Python	https://www.thepythoncode.com/article/make-a-realtime-spelling-checker-gui-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/realtime-spelling-checker
How to Build a GUI Language Translator App in Python	https://www.thepythoncode.com/article/build-a-gui-language-translator-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/gui-language-translator
How to Make an Image Editor in Python	https://www.thepythoncode.com/article/make-an-image-editor-in-tkinter-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/image-editor
How to Build a CRUD App with PyQt5 and SQLite3 in Python	https://thepythoncode.com/article/build-a-crud-app-using-pyqt5-and-sqlite3-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/crud-app-pyqt5
Game Development	https://www.thepythoncode.com/topic/game-development
	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#game-development
How to Make a Button using PyGame in Python	https://www.thepythoncode.com/article/make-a-button-using-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/button-in-pygame
How to Make a Drawing Program in Python	https://www.thepythoncode.com/article/make-a-drawing-program-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/drawing-tool-in-pygame
How to Make a Planet Simulator with PyGame in Python	https://www.thepythoncode.com/article/make-a-planet-simulator-using-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/planet-simulator
How to Make a Chess Game with Pygame in Python	https://www.thepythoncode.com/article/make-a-chess-game-using-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/chess-game
How to Create a GUI Hangman Game using PyGame in Python	https://www.thepythoncode.com/article/hangman-gui-game-with-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/hangman-game-gui
How to Make a Hangman Game in Python	https://www.thepythoncode.com/article/make-a-hangman-game-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/python-standard-library/hangman-game
How to Make a Text Adventure Game in Python	https://www.thepythoncode.com/article/make-a-text-adventure-game-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/general/text-adventure-game
How to Make a Tetris Game using PyGame in Python	https://www.thepythoncode.com/article/create-a-tetris-game-with-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/tetris-game
How to Build a Tic Tac Toe Game in Python	https://www.thepythoncode.com/article/make-a-tic-tac-toe-game-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/tictactoe-game
How to Make a Checkers Game with Pygame in Python	https://www.thepythoncode.com/article/make-a-checkers-game-with-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/checkers-game
How to Make a Snake Game in Python	https://www.thepythoncode.com/article/make-a-snake-game-with-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/snake-game
How to Create a Slide Puzzle Game in Python	https://www.thepythoncode.com/article/slide-puzzle-game-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/slide-puzzle
How to Make a Maze Game in Python	https://www.thepythoncode.com/article/build-a-maze-game-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/maze-game
How to Create a Platformer Game in Python	https://www.thepythoncode.com/article/platformer-game-with-pygame-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/platformer-game
How to Make a Flappy Bird Game in Python	https://thepythoncode.com/article/make-a-flappy-bird-game-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/flappy-bird-game
How to Create a Pong Game in Python	https://thepythoncode.com/article/build-a-pong-game-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/pong-game
How to Create a Space Invaders Game in Python	https://thepythoncode.com/article/make-a-space-invader-game-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/space-invaders-game
How to Build a Sudoku Game with Python	https://thepythoncode.com/article/make-a-sudoku-game-in-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/sudoku-game
How to Make a Pacman Game with Python	https://thepythoncode.com/article/creating-pacman-game-with-python
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/pacman-game
How to Add Sound Effects to your Python Game	https://thepythoncode.com/article/add-sound-effects-to-python-game-with-pygame
code	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/blob/master/gui-programming/adding-sound-effects-to-games
How to Build a Breakout Game with PyGame in Python	https://thepythoncode.com/article/breakout-game-pygame-in-python
code	https://github.com/Omotunde2005/Breakout_with_pygame
www.thepythoncode.com	https://www.thepythoncode.com
Readme	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials#MIT-1-ov-file
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Releases	https://patch-diff.githubusercontent.com/sandnose/pythoncode-tutorials/releases
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