Alternatives

Data Science On Gcp alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Data Science On Gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

93
Quality
93
Trust
1.4K
Stars
#1

Data Science For Beginners

Similarity 142Trust 96Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#2

Data Juicer

Similarity 141Trust 94Excellent 100

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

6.5K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer
#3

Gradio

Similarity 137Trust 99Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#4

Streamlit

Similarity 136Trust 95Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#5

Fklearn

Similarity 135Trust 90Excellent 97

fklearn: Functional Machine Learning

1.5K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn
#6

Machine Learning Complete

Similarity 133Trust 86Strong 77

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

5.0K starsSep 22, 2023 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add Nyandwi/machine_learning_complete
#7

Data Analysis And Machine Learning Projects

Similarity 132Trust 83Strong 74

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

6.7K starsJun 21, 2023 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add rhiever/Data-Analysis-and-Machine-Learning-Projects
#8

Awesome Python Data Science

Similarity 131Trust 91Excellent 100

Probably the best curated list of data science software in Python.

3.5K starsApr 13, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add krzjoa/awesome-python-data-science
#9

Hamilton

Similarity 129Trust 94Excellent 100

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

2.5K starsJun 14, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add apache/hamilton
#10

Articles

Similarity 129Trust 74Needs review 49

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

589 starsSep 28, 2022 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add LearnDataSci/articles
#11

Book6 First Course In Data Science

Similarity 129Trust 87Excellent 95

Book_6_《数据有道》 | 鸢尾花书:从加减乘除到机器学习;欢迎大家批评指正!纠错多的同学会得到赠书感谢!

2.7K starsMay 1, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add Visualize-ML/Book6_First-Course-in-Data-Science
#12

Data Science Roadmap

Similarity 129Trust 88Excellent 90

Data Science Roadmap from A to Z

4.3K starsDec 6, 2025 pushdata-analysisData AnalysisClaude Code
$ npx skills add Moataz-Elmesmary/Data-Science-Roadmap
#13

”数学不难“ 之 《线性代数不难》上下册,66话题完册;欢迎批评指正

2.3K starsMay 1, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization
#14

Reflex

Similarity 128Trust 95Excellent 100

🕸️ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#15

Scikit Learn

Similarity 128Trust 93Excellent 100

scikit-learn: machine learning in Python

66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#16

Best Of Ml Python

Similarity 127Trust 95Excellent 100

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

24K starsJun 11, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add lukasmasuch/best-of-ml-python

How to choose

When should you switch?

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 Data Science On Gcp if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.