SAS Visual Data Mining and Machine Learning Alternatives: Top 10 Data Science and Machine Learning Platforms in 2025

Data science is a team sport. Data scientists, citizen data scientists, data engineers, business users, and developers need flexible and extensible tools that promote collaboration...

Anaconda Enterprise is a powerful platform designed for professionals who use python for development. With Anaconda Enterprise, python users have the security and peace of mind needed to develop python applications with confidence. The platform is designed to be user friendly, featuring a simple interface and intuitive navigation. It offers users feature-rich capabilities such as environment and package management. Plus, with built-in security protocols, Anaconda Enterprise gives users the confidence that their code is secure and running on a secure system. Anaconda Enterprise also provides the tools development teams need to collaborate effectively. Through peer to peer code collaboration, robust code review processes, and automated code testing, teams can work together more efficiently and feel confident that their code is up to industry standards. Anaconda Enterprise is ideal for professionals looking to maximize their python development. The platform provides an efficient and secure development environment, as well as the tools needed to produce high-quality code. With Anaconda Enterprise, development teams can work together more effectively, with the confidence that their code is secure and up to industry standards.

Infor Coleman represents our AI product suite comprised of natural language processing, machine learning, and automation-based solutions.

cnvrg.io is a full-stack data science platform used to build, manage and automate machine learning. Run and track experiments in autopilot and Build more models with a drag-n-drop interface. Navigate machine learning with dashboards, reproducible data science, dataset organization, experiment tracking and visualization, a model repository and more.

Hex offers a leading collaborative data workspace that integrates queries, notebooks, reports, data apps, and AI. Users can generate code, create visualizations, and initiate analyses from prompts. The platform supports real-time collaboration with features like version control, diff comparisons, and PR reviews. Hex also simplifies the creation of reports, dashboards, and data apps through an intuitive drag-and-drop layout builder. It offers various deployment options, including multi-tenant, HIPAA-compliant, single-tenant, and private cloud solutions.

Domino is the data science platform where models can be developed and delivered within an open technology platform with the tools, infrastructure, and languages you need.

A development platform to build AI apps that run on Google Cloud and on-premises. Take your ML projects to production, quickly, and cost-effectively.

Lyzr is revolutionizing the way businesses leverage data in the digital age. As the world's first zero-code data science analytics platform with 1Mn+ data science models, Lyzr simplifies the complexity and resources needed to integrate data-driven insights into business decisions. With the ability to access an entire range of business functions in just one click, Lyzr makes gathering and analyzing data a breeze. Businesses of all sizes can benefit from transformational decision-making, with simple access through the Lyzr dashboard. With Lyzr, users can explore a million model combinations that instantly assess and visually represent data from many sources. The platform pulls data from databases, spreadsheets, and other software applications in no time, eliminating the need to manually input data into models. Furthermore, the intuitive user interface allows users to cleanse, merge, and manipulate data faster and more easily than ever before.

Cloudera Data Engineering streamlines and operationalizes data pipelines securely at any scale to increase efficiency and accelerate time to value.

DataRobot automates the entire modeling lifecycle, enabling users to quickly and easily build highly accurate predictive models. Get more information here!

Unlocking the true potential of data requires organizations to be able to design, operationalize and run 100s of analytic models profitably. Tracking and running these models through various stages of their evolution can be challenging, and can impact productivity in data science projects. Strait lets your teams effectively collaborate and manage the end-to-end of ML Lifecycle and drive better alignment with model outcomes.

Discover, share, and deploy enterprise-grade AI with end-to-end AI pipelines and out-of-the-box algorithms from Google Cloud.

DeepDetect is an Open-Source Deep Learning platform made by Jolibrain's scientists for the Enterprise

Altair’s enterprise-ready data science platform empowers organizations to unlock the full potential of their data, catering to everyone from data scientists and engineers to business analysts and executives. This unified platform simplifies the creation of data and machine learning pipelines with a seamless blend of automated, visual, and code-based approaches. Interactive decision trees, model simulators, and highly explainable features build trust and transparency, while modular and composable designs ensure effortless integration into existing infrastructures—whether on the cloud, on-premises, or mainframes. The platform scales effortlessly, supporting desktops, on-premises servers, or secure multi-tenant cloud deployments. With Altair RapidMiner, one can train, evaluate, explain, and deploy predictive models using the latest data analytics techniques, streamlining the process for beginners and experienced professionals alike. Advanced governance controls guarantee each stakeholder receives tailored insights and access, ensuring data is both manageable and secure. Altair transforms complex machine learning challenges into engaging, user-friendly experiences, giving businesses the tools they need to make impactful, data-driven decisions.

Introducing KeaML, the revolutionary solution that empowers data scientists like never before. With KeaML, creating machine learning environments has never been easier. Gone are the days of spending countless hours configuring settings and tweaking hardware specifications. This cutting-edge technology has revolutionized the industry, allowing effortlessly select the ideal image and hardware specs from extensive catalog, with just a few clicks of a button. Imagine the convenience of having a wide range of options at fingertips. KeaML offers a vast array of pre-configured images, carefully crafted to cater to the unique needs of data scientists. Whether customer looking to analyze massive datasets or develop advanced algorithms, robust selection has got covered. Simply browse through catalog and choose the image that aligns perfectly with project requirements. But that's not all – KeaML takes customization to the next level. We understand that every data scientist has their own unique set of needs. That's why this platform allows to select the hardware specifications that best suit specific requirements. No more settling for subpar performance or compromising on efficiency. With KeaML, have the power to tailor environment to match exact vision. What sets KeaML apart from the competition is not only its intuitive interface but also its unparalleled reliability. We have spared no effort in ensuring that every aspect of the platform is meticulously designed to meet the highest industry standards. This team of experts has invested countless hours in perfecting every detail, giving the peace of mind deserve. Don't let complexity hold back. KeaML is here to simplify journey in the world of machine learning. Say goodbye to the frustrating hours spent on tedious setups and welcome a seamless, hassle-free experience. This commitment to excellence allows to focus on what truly matters – pushing the boundaries of data science without having to worry about the technicalities. Join the ranks of professionals who have already discovered the power of KeaML. Take data science endeavors to new heights with a platform that is built to empower and elevate capabilities. Embrace the future of machine learning and unleash true potential with KeaML. Experience the effortless creation of machine learning environments with KeaML.

Introducing RapidCanvas, the ultimate game-changer for enterprise AI solutions! Imagine having the power to leverage industry-standard, vetted composable blocks and effortlessly put together an AI solution within hours. Yes, they read that right hours, not days or weeks! With RapidCanvas, we have revolutionized the way professionals like they build data applications, dashboards, and charts to share insights. This cutting-edge technology empowers they to unlock the potential of AI with ease, thanks to this expert-verified solution process. Gone are the days of endless coding and tedious development cycles. RapidCanvas brings they a conversational interface that simplifies their AI journey, making it a breeze to create and deploy impactful solutions. Say goodbye to complexity and hello to innovation! Whether you're an experienced AI guru or just starting their journey in this exciting field, RapidCanvas has got they covered. This user-friendly platform ensures that they can effortlessly navigate through the process, no matter their level of expertise. We believe that AI solutions should be accessible to everyone, and with these one-click templates, you'll be crafting stunning applications in no time. But what truly sets RapidCanvas apart from the competition is this commitment to quality. We understand that their enterprise requires a solution that is not only efficient but also trustworthy. That's why all these composable blocks have been meticulously vetted by industry experts, ensuring that they have the best tools at their disposal to tackle any challenge that comes their way. Join the league of industry leaders who have already embraced RapidCanvas and experienced the incredible power of this cutting-edge technology. With RapidCanvas, their AI solutions will elevate their business to new heights, allowing them to make data-driven decisions like never before. So why wait? Embrace the future of enterprise AI solutions with RapidCanvas and witness the transformation it brings to their organization. Don't just keep up with the times; stay ahead of the curve. Trust in RapidCanvas, and let's embark on an AI journey that will shape the way professionals like they redefine success.

Introducing PrimeHub AI Platform - the ultimate game-changer in the world of on-premise machine learning. Designed for professionals with a third person perspective, this cutting-edge platform empowers AI/ML teams to unleash their full potential in a collaborative and efficient environment. One of the standout features of PrimeHub is its ability to seamlessly manage hardware resources. Say goodbye to the endless headaches of dealing with disjointed systems and welcome a unified platform that streamlines the entire process. Whether it's allocating resources, monitoring usage, or fine-tuning configurations, PrimeHub simplifies it all, giving administrators the freedom to focus on what they do best. Access control is another aspect where PrimeHub excels. No more sleepless nights worrying about data security or unauthorized access. PrimeHub provides robust and granular access control mechanisms, enabling administrators to define user roles, permissions, and restrictions with effortless ease. With PrimeHub, sensitive data remains secure, allowing to work with peace of mind. PrimeHub is not just a tool - it is a catalyst for productivity and success. With its user-friendly interface and seamless integration, it becomes an essential companion for AI/ML teams striving for excellence. Join the ranks of those who have experienced a paradigm shift in productivity and take projects to extraordinary heights. In conclusion, if the customer is a professional seeking a comprehensive, efficient, and collaborative AI platform, look no further than PrimeHub. Let go of the mundane and embrace the extraordinary - discover the true power of PrimeHub AI Platform today!

Google Cloud AI helps to Build best-in-class ML models without writing any code with AutoML's easy-to-use UI, or using your own code written in Notebooks, a managed Jupyter Notebook service. Use the latest open-source deep learning frameworks on Deep Learning VM Image or Deep Learning Containers. Then train your models with our fully managed Training service.

Saturn Cloud helps data scientists solve the world’s hardest problems. Saturn Cloud is a revolutionizing data science with cutting-edge tools built for speed and collaboration. A workspace for the whole data science team, supporting Python & R. Collaborate with powerful resources, jobs, deployments, and more

Build high-quality models and release them to production faster, with self-serve access to the latest tools and scalable compute. Deploy models in one click on industrial-grade, auto-scaling, Kubernetes-based infrastructure. Complete visibility with Real-time insights and alerts on model performance with enterprise-grade security and Governance.