Alternatives

Yt Channels DS AI ML CS alternatives for AI agents.

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

Current skill

Yt Channels DS AI ML CS

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

67
Quality
80
Trust
1.6K
Stars
#1

Datascience

Similarity 140Trust 93Excellent 100

Curated list of Python resources for data science.

4.6K starsJun 5, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add r0f1/datascience
#2

Awesome Python Data Science

Similarity 139Trust 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
#3

DATAGEN

Similarity 138Trust 93Excellent 98

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing.

1.8K starsApr 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add starpig1129/DATAGEN
#4

Pycm

Similarity 137Trust 90Excellent 97

Multi-class confusion matrix library in Python

1.5K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add sepandhaghighi/pycm
#5

AI Expert Roadmap

Similarity 135Trust 90Excellent 100

Roadmap to becoming an Artificial Intelligence Expert in 2022

31K starsSep 12, 2025 pushdata-analysisJavaScriptData Analysis
$ npx skills add AMAI-GmbH/AI-Expert-Roadmap
#6

Pandas AI

Similarity 133Trust 87Excellent 94

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

24K starsOct 28, 2025 pushdata-analysisPythonData Analysis
$ npx skills add sinaptik-ai/pandas-ai
#7

Awesome Geospatial

Similarity 132Trust 94Excellent 100

Long list of geospatial tools and resources

5.1K starsJun 14, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add sacridini/Awesome-Geospatial
#8

Awesome Data Analysis

Similarity 132Trust 93Excellent 100

🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.

1.4K starsJun 2, 2026 pushdata-analysisSQLClaude Code
$ npx skills add PavelGrigoryevDS/awesome-data-analysis
#9

DeepAnalyze

Similarity 132Trust 93Excellent 100

DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师,自动分析大量数据,一键生成专业分析报告!

4.2K starsApr 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add ruc-datalab/DeepAnalyze
#10

DataFrame

Similarity 131Trust 93Excellent 100

C++ DataFrame for statistical, financial, and ML analysis in modern C++

3.0K starsJun 13, 2026 pushdata-analysisC++Data Analysis
$ npx skills add hosseinmoein/DataFrame
#11

Hamilton

Similarity 131Trust 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
#12

Igel

Similarity 128Trust 89Excellent 88

a delightful machine learning tool that allows you to train, test, and use models without writing code

3.1K starsDec 7, 2025 pushdata-analysisPythonData Analysis
$ npx skills add nidhaloff/igel
#13

Pandas

Similarity 128Trust 98Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#14

Data Science For Beginners

Similarity 128Trust 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
#15

Streamlit

Similarity 128Trust 95Excellent 100

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

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#16

Reflex

Similarity 128Trust 95Excellent 100

🕸️ Web apps in pure Python 🐍

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

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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 Yt Channels DS AI ML CS if it already passes your workflow test and repository review.

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