# Top Free Data Science and Machine Learning Platforms 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). **79** 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) ### [Databricks](https://www.g2.com/products/databricks/reviews) [By Databricks Inc.](https://www.g2.com/sellers/databricks-inc) [ (1,334)4.6 out of 5 ](https://www.g2.com/products/databricks/reviews#reviews "Read Databricks Reviews") Product Description Databricks is a unified data and AI platform that helps organizations build, govern and scale data pipelines, analytics, machine learning, AI applications and agents. More than 20,000 organizations wo **Users:** Data Engineer, Data Analyst · **Industries:** Information Technology and Services, Financial Services · **Market Segment:** 48% Enterprise, 38% Mid-Market User SentimentHow are these determined? Users frequently mention the platform's ability to handle large-scale data processing efficiently, its collaborative notebook environment that enables cross-team collaboration, and its seamless integration with various cloud services and Apache Spark. Reviewers mentioned the platform's complex pricing structure, the steep learning curve for beginners, and the challenges in managing clusters and configurations, particularly for new users. Year Founded 2013 HQ Location San Francisco, CA Company Website https://databricks.com Twitter @databricks LinkedIn® Page https://www.linkedin.com/company/3477522/ ### [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) [By Saturn Cloud](https://www.g2.com/sellers/saturn-cloud) [ (320)4.8 out of 5 ](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews#reviews "Read Saturn Cloud Reviews") Product Description Saturn Cloud is a portable AI platform that installs securely in any cloud account. Access the best GPUs with no Kubernetes configuration or DevOps, enable AI/ML teams to develop, deploy, and manage M **Users:** Data Scientist, Student · **Industries:** Computer Software, Higher Education · **Market Segment:** 82% Small-Business, 12% Mid-Market ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH The free tier compute options The ease of setting up resources Diversity in Datasets Github linking[Read review](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews/saturn-cloud-review-11294562) ![Leandro d.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Leandro d.") LD easy to use. i can use several types of notebooks[Read review](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews/saturn-cloud-review-11344769) Year Founded 2018 HQ Location New York, US Company Website https://www.saturncloud.io Twitter @saturn\_cloud LinkedIn® Page https://www.linkedin.com/company/saturn-cloud/ [![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) ### [Deepnote](https://www.g2.com/products/deepnote/reviews) [By Deepnote](https://www.g2.com/sellers/deepnote) [ (382)4.5 out of 5 ](https://www.g2.com/products/deepnote/reviews#reviews "Read Deepnote Reviews") Product Description Deepnote is a data workspace where agents and humans work together. It's designed to simplify data exploration, accelerate analysis, and quickly deliver actionable insights for you and your team. Unli **Users:** Student, Data Analyst · **Industries:** Computer Software, Higher Education · **Market Segment:** 68% Small-Business, 24% Mid-Market User SentimentHow are these determined? Reviewers frequently mention Deepnote's real-time collaboration feature, its integrated environment supporting multiple languages, auto-saving, version history, easy sharing, built-in data connections, interactive outputs, commenting system, and environment management as strong points. Users experienced issues with Deepnote's performance with large data sets, its limited offline functionality, restrictions in the free plan, and the AI agent's tendency to create additional cells, which can disrupt the workflow. Year Founded 2019 HQ Location San Francisco , US Company Website https://www.deepnote.com Twitter @DeepnoteHQ LinkedIn® Page https://www.linkedin.com/company/deepnote ### [Anaconda Core](https://www.g2.com/products/anaconda-core/reviews) [By Anaconda, Inc.](https://www.g2.com/sellers/anaconda-inc) [ (241)4.5 out of 5 ](https://www.g2.com/products/anaconda-core/reviews#reviews "Read Anaconda Core Reviews") Product Description Anaconda Platform is a unified enterprise AI development platform that helps data scientists, AI developers, and platform engineers build, secure, deploy, and observe AI workloads from development to **Users:** Software Engineer, Student · **Industries:** Information Technology and Services, Computer Software · **Market Segment:** 38% Small-Business, 25% Enterprise ![Steven D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Steven D.") SD For me because I am a beginner when it comes to the use of AI technologies I appreciate the learning modules that anaconda offers. Especially in...[Read review](https://www.g2.com/products/anaconda-core/reviews/anaconda-core-review-12009668) ![Celso M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Celso M.") CM I really like the Anaconda AI Platform due to its ability to integrate artificial intelligence into various aspects, providing a comprehensive...[Read review](https://www.g2.com/products/anaconda-core/reviews/anaconda-core-review-12013938) Year Founded 2012 HQ Location Austin, Texas Company Website https://www.anaconda.com/ Twitter @anacondainc LinkedIn® Page https://www.linkedin.com/company/25029553/ ### [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) [By SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2) [ (800)4.3 out of 5 ](https://www.g2.com/products/sas-sas-viya/reviews#reviews "Read SAS Viya Reviews") Product Description SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle and e **Users:** Student, Statistical Programmer · **Industries:** Pharmaceuticals, Banking · **Market Segment:** 33% Enterprise, 33% Small-Business User SentimentHow are these determined? Reviewers like the precision of data extraction, the intuitive tool that allows team members to create their own dashboards, and the ability to turn metrics into charts and share links with other team members. Users mentioned that the platform can be complex for new users, with a steep learning curve, and there's limited access to free resources and open documentation, making self-learning more difficult. Year Founded 1976 HQ Location Cary, NC Company Website https://www.sas.com/ Twitter @SASsoftware LinkedIn® Page https://www.linkedin.com/company/1491/ Phone 1-800-727-0025 ### [Hex](https://www.g2.com/products/hex-tech-hex/reviews) [By Hex Tech](https://www.g2.com/sellers/hex-tech) [ (398)4.5 out of 5 ](https://www.g2.com/products/hex-tech-hex/reviews#reviews "Read Hex Reviews") Product Description Hex is the world’s favorite AI Analytics platform. With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform. Get started no **Users:** Data Analyst, Data Scientist · **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 54% Mid-Market, 22% Small-Business User SentimentHow are these determined? Reviewers appreciate Hex's ease of use, its seamless integration of SQL and Python, the ability to collaborate on projects, and the AI agent that automates data analysis and visualization, significantly speeding up their workflows. Reviewers mentioned issues with Hex's performance when handling large datasets or complex notebooks, occasional instability, limitations in customization and integration with other AI tools, and updates that disrupt existing setups. Year Founded 2019 HQ Location San Francisco, US Company Website https://hex.tech/ Twitter @\_hex\_tech LinkedIn® Page https://www.linkedin.com/company/hex-technologies/ ### [Alteryx](https://www.g2.com/products/alteryx/reviews) [By Alteryx](https://www.g2.com/sellers/alteryx) [ (838)4.6 out of 5 ](https://www.g2.com/products/alteryx/reviews#reviews "Read Alteryx Reviews") Product Description Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf **Users:** Data Analyst, Analyst · **Industries:** Financial Services, Accounting · **Market Segment:** 63% Enterprise, 21% Mid-Market User SentimentHow are these determined? Users frequently mention the simplicity and efficiency of Alteryx, highlighting its user-friendly interface, ability to handle large datasets, and time-saving automation features that transform complex data work into manageable tasks. Users mentioned several areas for improvement in Alteryx, including its high pricing, resource-intensive nature when processing large datasets, steep learning curve for new users, and occasional software crashes. Year Founded 1997 HQ Location Irvine, CA Company Website https://www.alteryx.com Twitter @alteryx LinkedIn® Page https://www.linkedin.com/company/903031/ Ownership Private Phone 714-516-2400 ### [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) [By Altair](https://www.g2.com/sellers/altair-186799f5-3238-493f-b3ad-b8cac484afd7) [ (520)4.6 out of 5 ](https://www.g2.com/products/rapidminer-studio/reviews#reviews "Read Altair AI Studio Reviews") Product Description Altair AI Studio (formerly RapidMiner Studio) is a data science tool that anyone can use to design and prototype highly explainable AI and machine learning models that help build trust throughout an o **Users:** Student, Data Scientist · **Industries:** Higher Education, Education Management · **Market Segment:** 42% Small-Business, 30% Mid-Market User SentimentHow are these determined? Reviewers frequently mention the platform's ability to connect siloed data, its predictive analytics capabilities, its user-friendly interface, and its efficient data preparation and automated machine learning features. Users reported issues with high RAM usage during large simulations, a steep learning curve for advanced features, and performance and stability issues when working with large or complex datasets. Year Founded 1985 HQ Location Troy, MI Company Website https://www.altair.com/ LinkedIn® Page https://www.linkedin.com/company/8323/ Ownership NASDAQ:ALTR ### [Dataiku](https://www.g2.com/products/dataiku/reviews) [By Dataiku](https://www.g2.com/sellers/dataiku) [ (213)4.4 out of 5 ](https://www.g2.com/products/dataiku/reviews#reviews "Read Dataiku Reviews") Product Description Dataiku is the Platform for AI Success: the AI orchestration layer where enterprises build, deploy, and govern analytics, models, and agents at scale. It sits on top of the data platforms, clouds, and **Users:** Data Scientist, Data Analyst · **Industries:** Financial Services, Pharmaceuticals · **Market Segment:** 58% Enterprise, 23% Mid-Market User SentimentHow are these determined? Users frequently mention the ease of use, strong analytics and AI capabilities, the ability to collaborate within the platform, and the balance between visual workflows and the flexibility to code. Reviewers mentioned that Dataiku can feel bulky and resource-heavy at times, making workflows harder to manage and slower to navigate, and it can be less intuitive in more advanced parts. Year Founded 2013 HQ Location New York, NY Company Website https://Dataiku.com Twitter @dataiku LinkedIn® Page https://www.linkedin.com/company/dataiku/ ### [IBM watsonx.data](https://www.g2.com/products/ibm-watsonx-data/reviews) [By IBM](https://www.g2.com/sellers/ibm) [ (164)4.4 out of 5 ](https://www.g2.com/products/ibm-watsonx-data/reviews#reviews "Read IBM watsonx.data Reviews") Product Description IBM® watsonx.data® helps you access, integrate and understand all your data —structured and unstructured—across any environment. It optimizes workloads for price and performance while enforcing consis **Users:** Software Engineer, CEO · **Industries:** Computer Software, Information Technology and Services · **Market Segment:** 34% Small-Business, 32% Enterprise ![Pratik C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pratik C.") PC I use IBM watsonx.data as a central data platform, which is great for storing, accessing, and analyzing data, especially in data engineering and...[Read review](https://www.g2.com/products/ibm-watsonx-data/reviews/ibm-watsonx-data-review-12652438) ![Kshitij P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kshitij P.") KP I use IBM watsonx.data primarily because of its ability to provide a unified access layer to data across multiple sources without the need for...[Read review](https://www.g2.com/products/ibm-watsonx-data/reviews/ibm-watsonx-data-review-12656396) 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 ### [Posit Team](https://www.g2.com/products/posit-team/reviews) [By Posit](https://www.g2.com/sellers/posit) [ (571)4.5 out of 5 ](https://www.g2.com/products/posit-team/reviews#reviews "Read Posit Team Reviews") Product Description Posit is a Public Benefit Corporation building open-source software and an enterprise data science platform. We created the RStudio IDE, Shiny, Positron, and Quarto — tools used by millions of data sc **Users:** Research Assistant, Graduate Research Assistant · **Industries:** Higher Education, Information Technology and Services · **Market Segment:** 49% Enterprise, 27% Mid-Market ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH Object-oriented platform. You can manipulate information like an object and put them into analysis. If you have specific "formula" in mind you can...[Read review](https://www.g2.com/products/posit-team/reviews/posit-team-review-4427692) ![Maddy E.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Maddy E.") ME RStudio is extremely useful and free software for interpreting and analysing datasets of any size. It's open source, and with the variety of...[Read review](https://www.g2.com/products/posit-team/reviews/posit-team-review-4484652) Year Founded 2009 HQ Location Boston, US Company Website https://posit.co Twitter @posit\_pbc LinkedIn® Page https://www.linkedin.com/company/1978648/ ### [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) [By IBM](https://www.g2.com/sellers/ibm) [ (143)4.4 out of 5 ](https://www.g2.com/products/ibm-watsonx-ai/reviews#reviews "Read IBM watsonx.ai Reviews") Product Description Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models and traditional machine learning into a powerful studio spanning the AI **Users:** Consultant · **Industries:** Information Technology and Services, Computer Software · **Market Segment:** 41% Small-Business, 31% Enterprise ![Karan S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Karan S.") KS I like IBM watsonx.ai for its scalability, toolset, and user interface. I also appreciate the capacity and functioning of the capability models.[Read review](https://www.g2.com/products/ibm-watsonx-ai/reviews/ibm-watsonx-ai-review-12546537) ![Surya I.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Surya I.") SI I love using IBM watsonx.ai for its flexibility in choosing the right model for the job - whether it's high-reasoning models for reverse...[Read review](https://www.g2.com/products/ibm-watsonx-ai/reviews/ibm-watsonx-ai-review-12546548) 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 ### [Snowflake](https://www.g2.com/products/snowflake/reviews) [By Snowflake, Inc.](https://www.g2.com/sellers/snowflake-inc) [ (756)4.5 out of 5 ](https://www.g2.com/products/snowflake/reviews#reviews "Read Snowflake Reviews") Product Description Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applic **Users:** Data Engineer, Data Analyst · **Industries:** Information Technology and Services, Computer Software · **Market Segment:** 45% Mid-Market, 42% Enterprise ![Verified User in Health, Wellness and Fitness](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Health, Wellness and Fitness") CH Its flexibility to grow from a very small free POC to a global multiregion data system with AI, both technologically and in price. This is...[Read review](https://www.g2.com/products/snowflake/reviews/snowflake-review-12840793) ![Conner R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Conner R.") CR Super reliable, with a much more robust integration guide that makes setup and implementation clearer.[Read review](https://www.g2.com/products/snowflake/reviews/snowflake-review-12849271) Year Founded 2012 HQ Location San Mateo, CA Company Website https://www.snowflake.com Twitter @SnowflakeDB LinkedIn® Page https://www.linkedin.com/company/snowflake-computing/ Ownership NYSE:SNOW ### [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) [By KNIME](https://www.g2.com/sellers/knime) [ (91)4.5 out of 5 ](https://www.g2.com/products/knime-analytics-platform/reviews#reviews "Read KNIME Reviews") Product Description KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work wi **Industries:** Information Technology and Services, Higher Education · **Market Segment:** 44% Enterprise, 34% Mid-Market JR - It is free and open source - Simple UI - Easy to use - Powerful tool to create analytical workflows - No coding is required to execute...[Read review](https://www.g2.com/products/knime-analytics-platform/reviews/knime-review-5265677) ![Naveen K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Naveen K.") NK The knime has a plaug and play kind of programming knowledge.[Read review](https://www.g2.com/products/knime-analytics-platform/reviews/knime-review-7804492) Year Founded 2008 HQ Location Zurich, Switzerland Company Website https://knime.com Twitter @knime LinkedIn® Page https://www.linkedin.com/company/692207?trk=tyah&trkInfo=clickedVertical%3Acompany%2CclickedEntityId%3A692207%2Cidx%3A2-1-4%2CtarId%3A1454002156993%2Ctas%3Aknime ### [Domo](https://www.g2.com/products/domo/reviews) [By Domo](https://www.g2.com/sellers/domo) [ (1,011)4.3 out of 5 ](https://www.g2.com/products/domo/reviews#reviews "Read Domo Reviews") Product Description Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g **Users:** Data Analyst, Business Analyst · **Industries:** Computer Software, Marketing and Advertising · **Market Segment:** 49% Mid-Market, 29% Enterprise User SentimentHow are these determined? Reviewers frequently mention Domo's wide range of connectors, simple interface, and impressive collaboration capabilities as key benefits, making it approachable for both technical and non-technical teams. Reviewers experienced issues with Domo's high cost, inflexible visualization customization, and difficulties in handling large datasets, which sometimes resulted in performance slowdowns. Year Founded 2010 HQ Location American Fork, UT Company Website https://www.domo.com Twitter @Domotalk LinkedIn® Page https://www.linkedin.com/company/25237/ Ownership NASDAQ: DOMO Phone 801.899.1000 - ‹ Prev‹ Prev - 1 - [2](/categories/data-science-and-machine-learning-platforms/free?order=g2_score&page=2#product-list) - [3](/categories/data-science-and-machine-learning-platforms/free?order=g2_score&page=3#product-list) - [4](/categories/data-science-and-machine-learning-platforms/free?order=g2_score&page=4#product-list) - [5](/categories/data-science-and-machine-learning-platforms/free?order=g2_score&page=5#product-list) - [6](/categories/data-science-and-machine-learning-platforms/free?order=g2_score&page=6#product-list) - [Next ›Next ›](/categories/data-science-and-machine-learning-platforms/free?order=g2_score&page=2#product-list)