10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Materials for following along with Hands-On Data Analysis with Pandas – Second Edition
10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersDanfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
$ npx skills add javascriptdata/danfojsFlexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
$ npx skills add pandas-dev/pandasStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlitOpenRefine is a free, open source power tool for working with messy data and improving it
$ npx skills add OpenRefine/OpenRefineA Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
$ npx skills add scikit-learn-contrib/imbalanced-learnA comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
$ npx skills add Nyandwi/machine_learning_completeVisualizer for pandas data structures
$ npx skills add man-group/dtaleOpen Machine Learning Course
$ npx skills add Yorko/mlcourse.aiRepository of teaching materials, code, and data for my data analysis and machine learning projects.
$ npx skills add rhiever/Data-Analysis-and-Machine-Learning-ProjectsProbably the best curated list of data science software in Python.
$ npx skills add krzjoa/awesome-python-data-science2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
$ npx skills add unslothai/hyperlearnbansalkanav/Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAI is a high-star GitHub project relevant to AI agent workflows.
$ npx skills add bansalkanav/Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAIArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.
$ npx skills add man-group/ArcticDBMachine learning with dataframes
$ npx skills add skrub-data/skrubApache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
$ npx skills add apache/hamiltonHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Hands On Data Analysis With Pandas 2nd Edition if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.