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Learn to use Python's re module to match, extract, group, modify, and search text with regular-expression syntax, quantifiers, and compilation flags.
Build a five-game Python console app, practicing programming through Guess the Number, Rock Paper Scissors, Wordle, Connect Four, and Tic Tac Toe.
Build a Python desktop chat application with Tkinter, connecting a trained PyTorch chatbot to text display, input, send controls, and responses.
Build a Python media library that uploads, automatically tags, searches, and analyzes images and videos through the Cloudinary API.
Use supabase-py to build a Python backend with a Postgres database, authentication, row-level security, storage, and functions.
Learn to build a local Python development environment with Docker using volumes, containerized IDEs, Docker Compose, and remote debugging.
Build and deploy a Python fitness app that manages workout videos and automatically emails a daily workout using Streamlit, HarperDB, and cloud functions.
Build a Python note-taking app that listens for voice commands, converts speech to text, and saves notes to a Notion database.
Build and integrate a customizable chatbot into a website with a Flask backend and JavaScript frontend.
Get started with Hugging Face Transformers by building a sentiment-analysis pipeline, using the Model Hub, and fine-tuning a PyTorch model.
Set up MongoDB locally or in Atlas and use PyMongo to insert, query, update, and delete document data.
A hands-on beginner course building neural networks, CNNs, transfer-learning models, and RNN/LSTM text classifiers with TensorFlow and Keras.
A fast tutorial on NumPy's multidimensional arrays, covering core operations, indexing, reshaping, broadcasting, random numbers, linear algebra, and CSV loading.
Learn how autoencoders encode and reconstruct images, then implement feed-forward and convolutional versions in PyTorch.
Build a PyTorch LSTM model that learns sine-wave patterns and forecasts their future values.
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