Best data science skills tools in 2025

Skills Over Paper

Engaging learning platform for developers focusing on practical skills.

Artifact Bin

Collaborative code artifact storage and deployment solution.

Gocode playground

An online space for writing and testing Golang code.

CodeAcademy

Interactive coding courses for learning programming and tech skills.

Free + from $11.99/m
open
Gitwit

Open-source coding platform for rapid project development.

Wandb AI

Systematic tracking and visualization for machine learning experiments.

Calcish

A Javascript-enabled calculator for math and coding tasks.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

Kaggle Notebooks

Effortlessly explore and run machine learning projects.

Jupyter

Create and share interactive documents for data and code.

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

Databricks

Unified analytics for real-time data insights and collaboration.

Dataquest

Interactive platform for mastering data science skills.

CodeSignal Learn

Interactive learning for programming skills and interview preparation.

MLJAR

Interactive coding environment for data science and machine learning.

Ploomber Cloud

Build and manage data pipelines efficiently with collaborative workflows.

ThinkEvolve

Expert data analysis and insights for businesses without full-time hires.

Cloudera Data Science Workbench

Collaborative environment for data science projects and model deployment.

Subscription + from $0.04/ccu
open
WisBot

Automated assistant for data analysis and machine learning tasks.

Learniverse

Access tailored courses across various fields for personalized learning.

Laion

Access extensive multilingual image-text datasets for machine learning.

STAT.AI

Effortlessly translate and generate Stata code across languages.

Kensho Scribe Transcription

AI-driven transcription and data analysis for seamless workflows.

ChartPixel

Intuitive data analysis for insightful decision-making.

Opendoc

Data analysis made easy for everyone, regardless of expertise.