Find 29 Best Data Science and Machine Learning Platforms with Collaboration in July 2026

What is Comet ML?

Comet ML is an MLOps platform for tracking, comparing, explaining, and optimizing machine learning experiments. Data scientists and ML engineers use Comet to log training runs — capturing model parameters, metrics, code, datasets, and artifacts — and compare experiments to understand what drove ...

What is Kairntech?

Kairntech is an innovative platform specializing in data-driven solutions for the life sciences industry. It offers tools that streamline data management, analysis, and visualization, enabling organizations to make informed decisions based on real-time insights. Kairntech focuses on enhancing ...

What is PrimeHub AI?

PrimeHub is an on-premise machine learning platform designed to enhance the productivity of AI/ML teams in a collaborative environment. It provides administrators with tools to manage hardware resources, control access, set group quotas, and handle datasets efficiently. Built on Kubernetes, ...

What is NeoPulse?

The NeoPulse Framework allows organizations to oversee their entire AI workflow and infrastructure from a single platform. This unified interface enables DevOps, data engineers, and ML engineers to collaborate seamlessly without needing separate tools. With NeoPulse, data engineers can compile ...

What is MLReef?

MLReef is a machine learning development platform that democratizes ML innovation across your entire organization, making it easy and limitless. Experience the benefits of Distributed ML Development: Up to 5X increase in ML development throughput, Up to 85% reduction in dependency on internal ...

What is Datacanvas?

DataCanvas (Beijing ZetYun Technology, founded 2013) is an automated data science platform serving government, finance, aviation, manufacturing, and other sectors. It supports automatic machine learning, real-time computing, and model creation and management, enabling business analysts and data ...

What is Hasty.ai?

Hasty is an advanced data labeling platform that streamlines the process of annotating images and videos for machine learning projects. It offers a collaborative workspace where teams can efficiently create high-quality labeled datasets. With features like automated labeling, version control, ...

What is Altair Knowledge Studio?

Altair Knowledge Studio is a comprehensive platform for data analytics and machine learning that empowers users to derive actionable insights from their data. With an intuitive interface, it offers a range of tools for data preparation, model building, and validation, making it accessible for ...

What is Code Ocean?

CodeOcean is a collaborative platform designed to simplify the development and sharing of computational research. It provides a cloud-based environment where researchers can write, run, and share code in a reproducible manner. By offering features like version control, automatic dependency ...

What is PrimeHub AI Platform?

Experience the transformative capabilities of PrimeHub AI Platform, your gateway to revolutionizing MLOps with just a single click. This innovative platform is set to redefine the landscape of on-premise machine learning solutions, empowering AI/ML teams to realize their full potential within a ...

What is Genemod?

Genemod is a cloud-based lab management platform for scientific research teams that centralizes data capture, experiment management, and collaboration. It automates data analysis and provides reporting and visualization tools, reducing time spent on administrative tasks.

What is Synthical?

Synthical is a research platform that uses AI to help users find, understand, and share academic papers. It provides personalized paper recommendations, simplifies technical content for faster reading, and lets teams sync notes and insights in a shared workspace.

What is Ever Efficient AI?

Ever Efficient AI is an AI platform that helps businesses extract insights from historical data for analytics, planning, and forecasting. It targets organizations that want to automate data analysis without building custom AI infrastructure, with pricing tiers suited to different budget sizes ...

What is Pluto Biosciences?

Introducing Pluto Biosciences, the cutting-edge analysis platform designed to empower scientists in uncovering intricate patterns within genome-wide gene expression datasets. With a user-friendly interface and a myriad of features, Pluto simplifies the process of comparing differences among ...

What is Databricks Lakehouse Platform?

Introducing the cutting-edge Databricks Lakehouse Platform, boasting the latest in data science and machine learning capabilities. This innovative platform seamlessly merges the strengths of traditional data warehouses and versatile data lakes to offer a unified solution for managing all your ...

What is Saturn Cloud?

Saturn Cloud is a cloud platform for data science teams that supports Python and R within a shared workspace. Teams can run scheduled jobs, manage deployments, and collaborate on analyses without building or maintaining their own infrastructure, with resources that scale to match workload demands.

What is Strait?

Strait is an ML lifecycle management platform that helps data science teams design, deploy, and track analytic models across all stages of development. It provides a central workspace for collaboration, model versioning, and performance monitoring, reducing the overhead of managing multiple ...

What is Datrics?

Datrics is an AI platform that revolutionizes the way you build and operate machine learning solutions. You can now design, develop and manage production features and pipelines with an easy-to-use drag-n-drop interface. No coding necessary. With this software, non-practitioners can upload and ...

What is BigML?

BigML is an advanced machine learning platform that makes it incredibly simple to access powerful algorithms and predictive models, quickly and easily. Our cloud and on-premises service is seamless to integrate, allowing you to set up an easy-to-use web interface and REST APIs in just seconds. ...

What is Oracle Data Science Cloud Service?

Oracle Data Science Cloud Service is a cloud-based end-to-end machine learning platform that allows data science teams to collaborate and access the necessary data, computational resources, and tools for model building, training, deployment, and managing models in the Oracle Cloud. It supports ...