Best Data Science Analytics in 2026

JupyterLab

JupyterLab is a free, web-based interactive environment for working with notebooks, code, and data.

Weka

Weka is open-source machine learning software released under the GNU General Public License.

Deepnote

Deepnote is an AI workspace for data analysis, exploration, and machine learning.

KNIME Analytics Platform

KNIME Analytics Platform is a free, open-source application from KNIME Analytics Platform, founded in 2006 and headquartered in Zurich, Switzerland.

Obviously AI

Obviously AI is a web-based, no-code tool for turning structured data into predictive models.

Anaconda Notebooks

Anaconda Notebooks puts JupyterLab in a cloud workspace for writing, editing, and running Python through an Anaconda Cloud account.

Hex

Hex is a hosted data platform for exploring information, asking questions, and building data applications.

MATLAB Grader

MATLAB Grader lets instructors create interactive MATLAB coding assignments and automatically grade submissions for formative assessments, quizzes, and exams.

Apache Zeppelin

Apache Zeppelin is a web-based notebook for interactive data analytics and collaborative documents.

Kaggle Notebooks

Kaggle Notebooks is a free cloud environment for reproducible, collaborative machine learning analysis.

Google Agent Search

Mathematica

Mathematica is a technical computing system for computation, programming, visualization, and related workflows.

Orange Data Mining

Orange Data Mining is free, open-source software for machine learning, data mining, and data visualization.

H2O.ai

H2O.ai offers software for generative and predictive AI, machine learning operations and AI app development.

DataRobot

DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions.

Posit Package Manager

Akkio

Akkio is an AI platform that automates campaign workflows for media agencies and data providers.

SAS Advanced Analytics

SAS Advanced Analytics refers to SAS Viya, a cloud-native data and AI platform for connecting data, building and governing models, and operationalizing decisions.

Azure Machine Learning

Azure Machine Learning is a web-based service for machine-learning workflows.

Altair AI Studio

Databricks Data Intelligence Platform

Databricks Data Intelligence Platform is a web platform listing SQL analytics, ACID transactions, streaming ingestion, and a governance catalog.

IBM watsonx.ai

IBM