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Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
Python Data Science Handbook: full text in Jupyter Notebooks
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Investment Research for Everyone, Everywhere.
A collection of design patterns/idioms in Python
Master programming by recreating your favorite technologies from scratch.
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
A complete computer science study plan to become a software engineer.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Turns Data and AI algorithms into production-ready web applications in no time.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
Roadmap to becoming an Artificial Intelligence Expert in 2022
Streamlit — A faster way to build and share data apps.
Modin: Scale your Pandas workflows by changing a single line of code
Learn how to design, develop, deploy and iterate on production-grade ML applications.
A macOS GUI front-end for the YT-DLP video downloader
TheBoringNotch: Not so boring notch That Rocks 🎸🎶
Over 385 terminal color schemes/themes for iTerm/iTerm2. Includes ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remmina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, MobaXterm, LXTer…
8 Lessons, Kick-start Your Cybersecurity Learning.
10 Weeks, 20 Lessons, Data Science for All!
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
🎓 Path to a free self-taught education in Computer Science!
24 Lessons, 12 Weeks, Get Started as a Web Developer
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Must-read papers on prompt-based tuning for pre-trained language models.