# Top Free Data Science and Machine Learning Platforms - Page 2 Check out our list of free Data Science and Machine Learning Platforms. Products featured on this list are the ones that offer a free trial version. As with most free versions, there are limitations, typically time or features. If you'd like to see more products and to evaluate additional feature options, compare all [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) to ensure you get the right product. ## View Free Data Science and Machine Learning Platforms G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our [scoring methodologies](https://research.g2.com/g2-scoring-methodologies). **80** Data Science and Machine Learning Platforms Products Available View all [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) View all [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) ### [RapidCanvas](https://www.g2.com/products/rapidcanvas/reviews) [By RapidCanvas](https://www.g2.com/sellers/rapidcanvas) [ (38)4.8 out of 5 ](https://www.g2.com/products/rapidcanvas/reviews#reviews "Read RapidCanvas Reviews") Product Description RapidCanvas takes enterprise AI from concept to production to scale. Our Hybrid Approach™ pairs elite human experts with a purpose-built agentic platform. We partner to create custom solutions that ar **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 42% Small-Business, 37% Mid-Market ![Rochelle J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rochelle J.") RJ The recipes for which limited python knowledge is required, and thus is a comfortable platform for non-coders. The Rapid Canvas Notebook has many...[Read review](https://www.g2.com/products/rapidcanvas/reviews/rapidcanvas-review-8853351) Year Founded 2021 HQ Location Austin, Texas Company Website https://rapidcanvas.ai/ Twitter @rapidcanvas LinkedIn® Page https://www.linkedin.com/company/rapidcanvas/ ### [IBM Decision Optimization](https://www.g2.com/products/ibm-decision-optimization/reviews) [By IBM](https://www.g2.com/sellers/ibm) [ (41)4.5 out of 5 ](https://www.g2.com/products/ibm-decision-optimization/reviews#reviews "Read IBM Decision Optimization Reviews") Product Description IBM Decision Optimization is a family of prescriptive analytics products that combines mathematical and AI techniques to help with business decision-making including operational, tactical and strategi **Industries:** Computer Software, Financial Services · **Market Segment:** 59% Enterprise, 22% Small-Business ![Verified User in Research](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Research") UR Its handy once you know how to code. However, for some problem instances it failed to give me solution because of memory issue[Read review](https://www.g2.com/products/ibm-decision-optimization/reviews/ibm-decision-optimization-review-1105342) ![Alkiviadis V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alkiviadis V.") AV Powerful and reliable solvers, strong integration with other data science tools for building machine learning models, Supports really complex and...[Read review](https://www.g2.com/products/ibm-decision-optimization/reviews/ibm-decision-optimization-review-1110516) Year Founded 1911 HQ Location Armonk, New York, United States Company Website https://www.ibm.com Twitter @IBMSecurity LinkedIn® Page https://www.linkedin.com/company/1009/ Ownership SWX:IBM Phone 1-866-277-7488 [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. [ Learn More ](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) ### [Domino Enterprise AI Platform](https://www.g2.com/products/domino-enterprise-ai-platform/reviews) [By Domino Data Lab](https://www.g2.com/sellers/domino-data-lab) [ (28)4.3 out of 5 ](https://www.g2.com/products/domino-enterprise-ai-platform/reviews#reviews "Read Domino Enterprise AI Platform Reviews") Product Description Domino powers model-driven businesses with its leading Enterprise AI platform that accelerates the development and deployment of data science work while increasing collaboration and governance. More t **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 46% Enterprise, 39% Small-Business ![Spandan M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Spandan M.") SM Fast Cost effective Aws Azure Gcp under one platform Ease of scalability[Read review](https://www.g2.com/products/domino-enterprise-ai-platform/reviews/domino-enterprise-ai-platform-review-9009855) ![Amulya S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Amulya S.") AS The platform enables an easily copyable agile ML lifecycle for high AI impact. Moreover, it has a very good cost control feature.[Read review](https://www.g2.com/products/domino-enterprise-ai-platform/reviews/domino-enterprise-ai-platform-review-9017634) Year Founded 2013 HQ Location San Francisco, CA Company Website https://domino.ai Twitter @DominoDataLab LinkedIn® Page https://www.linkedin.com/company/3542130/ ### [TrueFoundry](https://www.g2.com/products/truefoundry/reviews) [By TrueFoundry](https://www.g2.com/sellers/truefoundry) [ (55)4.6 out of 5 ](https://www.g2.com/products/truefoundry/reviews#reviews "Read TrueFoundry Reviews") Product Description TrueFoundry provides an enterprise-grade AI Gateway that encompasses an LLM Gateway, MCP Gateway, and Agent Gateway, enabling enterprises to securely connect, observe, and govern access to models, too **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 49% Mid-Market, 36% Small-Business ![Praveen N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Praveen N.") PN We evaluated truefoundry as a potential alternative to AWS Sagemaker for hosting ML models. The platform is designed with both novice and...[Read review](https://www.g2.com/products/truefoundry/reviews/truefoundry-review-9756509) ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH TrueFoundry indeed makes it easy to deploy auto-scalable ML inference services that saves cost but also makes managing and observing our...[Read review](https://www.g2.com/products/truefoundry/reviews/truefoundry-review-10069567) Year Founded 2021 HQ Location San Francisco, California Company Website https://www.truefoundry.com/ LinkedIn® Page https://www.linkedin.com/company/truefoundry/about ### [Clarifai](https://www.g2.com/products/clarifai/reviews) [By Clarifai](https://www.g2.com/sellers/clarifai) [ (66)4.3 out of 5 ](https://www.g2.com/products/clarifai/reviews#reviews "Read Clarifai Reviews") Product Description Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 62% Small-Business, 27% Mid-Market ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH The best thing I liked is how fast and easy it is to use. I didn’t need to write too much code and still I could train and deploy a model for my...[Read review](https://www.g2.com/products/clarifai/reviews/clarifai-review-11382036) ![zein k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "zein k.") ZK i can choose languages , cloud technologies , and a good community[Read review](https://www.g2.com/products/clarifai/reviews/clarifai-review-11383095) Year Founded 2013 HQ Location Wilmington, Delaware Company Website https://www.clarifai.com/ Twitter @clarifai LinkedIn® Page https://www.linkedin.com/company/10064814/ ### [TIMi](https://www.g2.com/products/timi/reviews) [By TIMi SPRL](https://www.g2.com/sellers/timi-sprl) [ (53)4.8 out of 5 ](https://www.g2.com/products/timi/reviews#reviews "Read TIMi Reviews") Product Description TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analyt **Industries:** Information Technology and Services, Banking · **Market Segment:** 40% Small-Business, 32% Enterprise AG In my 22 years in the profession and ten working with TIMi, I could write a book about all the true value TIMi has brought to me & Volvo Cars...[Read review](https://www.g2.com/products/timi/reviews/timi-review-5122407) VN I liked it for performing ETL processes of e[Read review](https://www.g2.com/products/timi/reviews/timi-review-7034122) Year Founded 2007 HQ Location Brussels Company Website https://timi.eu Twitter @TIMiSuite LinkedIn® Page https://www.linkedin.com/company/timisuite/ ### [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) [By Teradata Autonomous Knowledge Platform](https://www.g2.com/sellers/teradata-autonomous-knowledge-platform) [ (377)4.3 out of 5 ](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews#reviews "Read Teradata Autonomous Knowledge Platform Reviews") Product Description Teradata Autonomous Knowledge Platform activates enterprise intelligence by unifying data, knowledge and business context to achieve tangible outcomes. With Teradata, organizations can provide agents **Users:** Data Engineer, Software Engineer · **Industries:** Information Technology and Services, Financial Services · **Market Segment:** 68% Enterprise, 22% Mid-Market User SentimentHow are these determined? Reviewers frequently mention the platform's ability to efficiently process large datasets, its strong performance, and its support for integration with various tools. Users mentioned that the platform can be complex for beginners, the user interface is outdated, and it becomes expensive when data volume and usage grow. Year Founded 1979 HQ Location San Diego, CA Company Website https://www.teradata.com Twitter @Teradata LinkedIn® Page https://www.linkedin.com/company/1466/ Ownership NYSE:TDC Phone +1 (317) 814-6465 ### [H2O](https://www.g2.com/products/h2o/reviews) [By H2O.ai](https://www.g2.com/sellers/h2o-ai) [ (24)4.5 out of 5 ](https://www.g2.com/products/h2o/reviews#reviews "Read H2O Reviews") Product Description H2O.ai is the leading AI Cloud company, on a mission to democratize AI and drive an open AI movement around the world. They focus on drawing insights from structured and unstructured data like video a **Market Segment:** 54% Small-Business, 29% Enterprise ![Verified User in Media Production](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Media Production") AM I met h2o.ai with Gartner Magic Quadrant. It's great ML platform with it's extensive built-in library.[Read review](https://www.g2.com/products/h2o/reviews/h2o-review-1230329) ![Marc S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Marc S.") MS Good integration between development and production. Simple and powerful visual interface to complex backend. Very rapid iteration of products,...[Read review](https://www.g2.com/products/h2o/reviews/h2o-review-4121587) Year Founded 2012 HQ Location Mountain View, CA Company Website https://www.h2o.ai Twitter @h2oai LinkedIn® Page https://www.linkedin.com/company/2820918/ ### [Explorium](https://www.g2.com/products/explorium/reviews) [By Explorium](https://www.g2.com/sellers/explorium) [ (28)4.6 out of 5 ](https://www.g2.com/products/explorium/reviews#reviews "Read Explorium Reviews") Product Description Explorium is the leading B2B data layer for building high-performance GTM agents. Our seamless API and MCP integrations power agents with premium B2B data, accelerating development, enhancing contextu **Industries:** Financial Services, Education Management · **Market Segment:** 57% Small-Business, 39% Mid-Market User SentimentHow are these determined? Reviewers appreciate the breadth and quality of Explorium's data, its easy integration into workflows, the ability to preview contacts for free, and the detailed customer service that aids in product segmentation. Users mentioned inconsistencies in coverage for SMBs and smaller accounts, outdated firmographic details, unavailability of specific datasets, and a user interface that needs improvement. HQ Location San Mateo, California Company Website https://explorium.ai Twitter @Explorium\_ai LinkedIn® Page https://www.linkedin.com/company/18828451/ ### [Qubole](https://www.g2.com/products/qubole/reviews) [By Qubole](https://www.g2.com/sellers/qubole) [ (259)4.0 out of 5 ](https://www.g2.com/products/qubole/reviews#reviews "Read Qubole Reviews") Product Description Qubole is the open data lake company that provides a simple and secure data lake platform for machine learning, streaming, and ad-hoc analytics. No other platform provides the openness and data worklo **Users:** Software Engineer, Data Scientist · **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 51% Enterprise, 44% Mid-Market ![Verified User in Leisure, Travel & Tourism](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Leisure, Travel & Tourism") AL 1. Customer service and representatives. They are very patient, friendly and knowledgeable. They always show up on time for the office hours. The...[Read review](https://www.g2.com/products/qubole/reviews/qubole-review-4132011) ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising") AM Self-serve nature that allows engineers to take over control of their workload. Reduces administrative bottleneck. Flexibility of changing cluster...[Read review](https://www.g2.com/products/qubole/reviews/qubole-review-4132044) Year Founded 2011 HQ Location Santa Clara, CA Company Website https://www.qubole.com Twitter @qubole LinkedIn® Page https://www.linkedin.com/company/2531735/ ### [Incorta](https://www.g2.com/products/incorta/reviews) [By Incorta](https://www.g2.com/sellers/incorta) [ (59)4.4 out of 5 ](https://www.g2.com/products/incorta/reviews#reviews "Read Incorta Reviews") Product Description Incorta is the first and only open data delivery platform that enables real-time analysis of live, detailed data across all systems of record—without the need for complex ETL processes. By enabling di **Industries:** Information Technology and Services, Computer Software · **Market Segment:** 56% Enterprise, 29% Mid-Market ![Verified User in Restaurants](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Restaurants") UR Price, can be data warehouse in absence of one[Read review](https://www.g2.com/products/incorta/reviews/incorta-review-3152491) AW I really like how intuitive the Incorta platform is to work with and It's ability to develop dashboards , make changes and publish with minimal...[Read review](https://www.g2.com/products/incorta/reviews/incorta-review-4450612) Year Founded 2013 HQ Location San Mateo, CA Company Website https://www.incorta.com/ LinkedIn® Page https://www.linkedin.com/company/incorta/ ### [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) [By Spotfire](https://www.g2.com/sellers/spotfire-2d87c926-94f3-47ce-8a5d-44d930d7c744) [ (362)4.2 out of 5 ](https://www.g2.com/products/spotfire-analytics/reviews#reviews "Read Spotfire Analytics Reviews") Product Description Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packagi **Users:** Student, Manager · **Industries:** Oil & Energy, Information Technology and Services · **Market Segment:** 52% Enterprise, 26% Mid-Market RK The mods are one of the latest and best feature I came across in the recent times. It is quite helpful for anyone to create visualizations on the...[Read review](https://www.g2.com/products/spotfire-analytics/reviews/spotfire-analytics-review-9559993) ![Verified User in Telecommunications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Telecommunications") UT Spotfire has very powerful visualization capabilities which allowed our team to represent complex data sets in easy-to-understand visual formats....[Read review](https://www.g2.com/products/spotfire-analytics/reviews/spotfire-analytics-review-9584788) HQ Location N/A Company Website https://www.spotfire.com/ LinkedIn® Page https://www.linkedin.com/company/spotfire/ ### [Encord](https://www.g2.com/products/encord/reviews) [By Encord](https://www.g2.com/sellers/encord) [ (65)4.8 out of 5 ](https://www.g2.com/products/encord/reviews#reviews "Read Encord Reviews") Product Description Encord is the universal data layer for AI. The platform helps AI teams train and run their models with the right data - managing, curating, annotating, and aligning data across the full AI lifecycle. **Industries:** Computer Software, Hospital & Health Care · **Market Segment:** 51% Small-Business, 40% Mid-Market AH I like the ability of task management and automation tools to simplify and optimize complex workflows. Such tools can help increase efficiency and...[Read review](https://www.g2.com/products/encord/reviews/encord-review-8007603) ![Verified User in Hospital & Health Care](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Hospital & Health Care") AH -The platform is extremely user-friendly, making it easy for anyone to use. -It offers all the necessary features for performing accurate semantic...[Read review](https://www.g2.com/products/encord/reviews/encord-review-8140125) Year Founded 2020 HQ Location San Francisco, US Company Website https://encord.com/ Twitter @encord\_team LinkedIn® Page https://www.linkedin.com/company/69557125 ### [ILUM](https://www.g2.com/products/ilum-ilum/reviews) [By Ilum](https://www.g2.com/sellers/ilum) [ (23)4.9 out of 5 ](https://www.g2.com/products/ilum-ilum/reviews#reviews "Read ILUM Reviews") Product Description Ilum: A Data Platform Built by Data Engineers, for Data Engineers Ilum is a Data Lakehouse platform that unifies data management, distributed processing, analytics, and AI workflows for AI engineer **Industries:** Telecommunications · **Market Segment:** 52% Enterprise, 35% Mid-Market User SentimentHow are these determined? Users like the flexibility of Ilum, its user-friendly interface, quick setup process, excellent customer support, and its ability to integrate well with other tools, making daily operations easier and more organized. Reviewers mentioned that Ilum could benefit from additional modules focused on ETL, more visual options for customizing dashboards, and that it requires some basic knowledge of K8S to start with, which can be challenging for some users. Year Founded 2019 HQ Location Santa Fe, US Company Website https://ilum.cloud/ Twitter @IlumCloud LinkedIn® Page https://www.linkedin.com/company/ilum-cloud/ ### [Seldon](https://www.g2.com/products/seldon/reviews) [By Seldon](https://www.g2.com/sellers/seldon) [ (11)4.3 out of 5 ](https://www.g2.com/products/seldon/reviews#reviews "Read Seldon Reviews") Product Description Seldon gets machine learning models to production faster, in the most reliable way. Front-end deployment of models, explainers and canaries means users can deploy ML models and testing can be done in **Industries:** Information Technology and Services · **Market Segment:** 45% Enterprise, 36% Small-Business ![Neelabh N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Neelabh N.") NN Its very easy to deploy ml model with seldon, earlier it was quite a hectic process[Read review](https://www.g2.com/products/seldon/reviews/seldon-review-6963589) ![Shashank K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shashank K.") SK I like the way we can make complex inference graphs .. just like that!.also this principle they follow, build once deploy many..[Read review](https://www.g2.com/products/seldon/reviews/seldon-review-6977420) Year Founded 2014 HQ Location London, GB Company Website https://seldon.io Twitter @seldon\_io LinkedIn® Page https://www.linkedin.com/company/seldon/about [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. 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