--- title: Altair AI Studio Reviews meta_title: 'Altair AI Studio Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 533 reviews by the users' company size, role or industry to find out how Altair AI Studio works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 533 scale: '5' date_modified: '2026-08-14' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Altair AI Studio Reviews **Vendor:** Altair **Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Average Rating:** 4.6/5.0 **Total Reviews:** 533 ## About Altair AI Studio 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 organization. Altair AI Studio includes: - Full generative AI functionality with access to hundreds of large language models (LLMs). - Intuitive and powerful drag-and-drop canvases that give users code-like control without complexity. - Award-winning auto ML with automated clustering, predictive modeling, feature engineering, and time series forecasting. - Data connectivity, exploration, and preparation. - Deploy and manage AI projects and models at enterprise scale. - Collaborate with team members in the same environment without having to worry about overwriting each other's work. - Unify the entire data science lifecycle from data exploration and machine learning to model operations and visualization and deploy in the cloud. Altair AI Studio helps users make powerful insights accessible to the entire organization and can scale seamlessly for users and enterprises. Altair AI studio enables organizations to derive significant value from AI with minimal cost and operational impact. ## Altair AI Studio Pros & Cons **What users like:** - Users appreciate the **ease of use** of Altair AI Studio, benefiting from its intuitive drag-and-drop interface. (9 reviews) - Users value the **ease of using machine learning without coding** , making it accessible and beneficial for education and organizations. (8 reviews) - Users value the **seamless AI integration** of Altair AI Studio, enhancing decision making and efficiency in data analysis. (6 reviews) - Users value the **advanced machine learning and analytics** in Altair AI Studio, enhancing decision-making and efficiency. (5 reviews) - Users value the **automation features** of Altair AI Studio, streamlining processes and enhancing data analysis efficiency. (5 reviews) - Integrations (5 reviews) - Modeling (5 reviews) - Users appreciate the **user-friendly interface** of Altair AI Studio, simplifying model building and data analysis efficiently. (5 reviews) - Users value the **intuitive UI and powerful features** of Altair AI Studio, making data science accessible for beginners. (4 reviews) - Users value the **easy-to-use AI capabilities** in Altair AI Studio, enhancing their productivity with versatile features. (3 reviews) **What users dislike:** - Users find the **complexity** of Altair AI Studio challenging, especially with integration and performance issues. (4 reviews) - Users often face **slow performance with large datasets** , which can impact their overall experience with Altair AI Studio. (3 reviews) - Users report experiencing **slow performance** with Altair AI Studio, especially when working with large or complex datasets. (3 reviews) - Users find the **complexity issues** of Altair AI Studio frustrating, especially due to limited support in Japanese. (2 reviews) - Users find the **complex usage** of Altair AI Studio challenging due to steep learning curves and limited documentation. (2 reviews) - Users find Altair AI Studio to be **expensive** , especially considering limitations on datasets and additional documentation needs. (2 reviews) - Insufficient Learning Resources (2 reviews) - Users feel that Altair AI Studio is **lacking features** like comprehensive documentation and advanced metrics for better usability. (2 reviews) - Learning Curve (2 reviews) - Users report **poor performance** with large datasets, experiencing slowdowns and freezing during critical tasks. (2 reviews) ## Altair AI Studio Reviews ### 1. Discovering the power of data and text mining **Rating:** 4.5/5.0 stars **Reviewed by:** Francois P. | Catedratico, Mid-Market (51-1000 emp.) **Reviewed Date:** July 21, 2019 **What do you like best about Altair AI Studio?** I discovered Rapid Miner on the advice of a colleague. The concept is very original and the architecture of the tool is very well thought out with the permanent possibility of juggling between the design of the model and the results. The online help is also very good and the features offered to prepare the data interactively are really relevant. The automated processing by different tools compared in terms of efficiency with the possibility of visualizing the automatically created models is fantastic. **What do you dislike about Altair AI Studio?** I would have appreciated to follow a course with a teacher and maybe some more explanations on the techniques , aims and tasks carried out by the different tools uses in the Turbo Model folder. **Recommendations to others considering Altair AI Studio:** I deeply recommend the tool whose interface is fantastic and which appears to be very powerful in analysis data and texts. **What problems is Altair AI Studio solving and how is that benefiting you?** I try to define ontologies throught the automatic analysis of thousand of scientific publications but i might use it also to analyse sensor data. ### 2. Rapid Miner Machine learning tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** January 02, 2020 **What do you like best about Altair AI Studio?** Rapid miner is one of the best GUI based ML development tool, I like below this - 1. GUI based tool 2. Drag and Drop tool 3. Quick wizard to develop ML model in few steps. 4. Auto model development feature **What do you dislike about Altair AI Studio?** Some of things which I don't like as a coder and developer is it doesn't provide any coding workflow or something which can customise by write some code. **Recommendations to others considering Altair AI Studio:** It is one of the best GUI based tool for developing the machine learning models who has less knowledge of coding **What problems is Altair AI Studio solving and how is that benefiting you?** I used Rapid Miner for developing the machine learning models and deployment purposes as well. ### 3. Awesome Tool for comprehensive data analyzing **Rating:** 5.0/5.0 stars **Reviewed by:** Misoo K. | Awsome tool to analyze everything, Mid-Market (51-1000 emp.) **Reviewed Date:** April 29, 2019 **What do you like best about Altair AI Studio?** 1. Easy implementation for analyzer - Modularization, Easy guideline, Friendly UI 2. Comprehensive Model - Preprocessor, Text analyzing, Machine learning... Everything. 3. Visualization - If I do not know exactly about the analyzed result, Rapidminor provides the meaning. 4. Cloud service - The cloud service provides the result even though my desktop is not enough to analyze the data. **What do you dislike about Altair AI Studio?** Usage Memory size is too high, but cloud service is helpful to solve this problem. **Recommendations to others considering Altair AI Studio:** 1. Light Version Analyzing the big data need a sufficient memory of client PC. I think that the light version of Rapidminer is useful to get more client. 2. Model recommendation Although the recent version provides the Auto model to apply the general model for problem-solving, I wonder whether the model is suitable for my problem. If there is a recommendation based on survey or data pre-analyzing, I can use the model with convinced. **What problems is Altair AI Studio solving and how is that benefiting you?** I usually use R, SPSS, WEKA, etc... for solving each problem for my research. When I meet Rapidminer, everything is easy for solving the problem. ### 4. RapidMiner is a unique and internationally recognized product! **Rating:** 4.0/5.0 stars **Reviewed by:** Corney M. | Software Developer, Computer Software, Mid-Market (51-1000 emp.) **Reviewed Date:** July 12, 2019 **What do you like best about Altair AI Studio?** What I like most about this service is that it is really easy to build a machine learning workflow, which includes data loading, feature selection, and visualization. In some cases, RapidMiner does not work well with big data, as it requires a lot of memory to process the data. RapidMiner, in summary, is an easy-to-use tool that is perfect for non-technical users. Additionally, RapidMiner includes many libraries and machine learning algorithms. **What do you dislike about Altair AI Studio?** They need Git integration for version control, because we have some issues with Git integration, it would be a good idea if we could have Git integration, so that several users can work on the same process and this version control can also help. To refer to previous solutions. **Recommendations to others considering Altair AI Studio:** Although RapidMiner is internationally known, it is due to its great efficiency. For this reason and many more, I recommend this product to you! **What problems is Altair AI Studio solving and how is that benefiting you?** We have applied RapidMiner in our analysis and IT department to help our sales and marketing teams with predictive analytics using our CRM data. In this way, with RapidMiner we can predict which opportunities have properties and scenarios similar to past winning opportunities, allowing our sales teams to effectively focus on soon-to-win opportunities and develop those opportunities that will need more time to mature through the sales process. ### 5. Stunning and Easy ! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** July 22, 2019 **What do you like best about Altair AI Studio?** It is best software to work with for small data. Very easy to use and even new member can easily start working. Data mining is the best thing i got from Rapidminer and it also includes tutorial for algorithms. **What do you dislike about Altair AI Studio?** One thing i dislike about rapidminer it doesn't work properly for big data.Please add some more tutorials videos so that new member can use it properly and doesn't switch to another software. Other than that these is very accurate software. **Recommendations to others considering Altair AI Studio:** Please use these for Data mining, Data analysis and for Predective analysis. Marketing through rapidminer is very helpful and highly recommended. **What problems is Altair AI Studio solving and how is that benefiting you?** In our company we use it for marketing and selling analysis so that big opportunities coming in future can be seen. It also save time of sales person and he can concentrate on other works also and in these we are getting benefits from Rapidminer. ### 6. very user friendly, enable a user with no coding experience to use it **Rating:** 5.0/5.0 stars **Reviewed by:** Sophie W. | Data analytics, Enterprise (> 1000 emp.) **Reviewed Date:** December 04, 2019 **What do you like best about Altair AI Studio?** a lot f default models build into the system **What do you dislike about Altair AI Studio?** limited functions of the free version and limited line items to input **What problems is Altair AI Studio solving and how is that benefiting you?** Predictive work for staff turnover and sales turnover I can compare the predicted result to actual result then amend model ### 7. It is very easy to use blocks to analyse the data. Rather than using python or R. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** February 28, 2020 **What do you like best about Altair AI Studio?** Blocks with useful information alongside the software. **What do you dislike about Altair AI Studio?** Suggetions are not available for any problem given. Like which model could be best? Or does normalization data required or not. **What problems is Altair AI Studio solving and how is that benefiting you?** I am still working on my school research project. We wanted to predict 8 test values by using 12 other test values. Also not able to understand how can i find the relation between parameters using rapid miner. Relation meaning directly proportional or indirectly proportional. ### 8. Rapid Miner for Data Science **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** September 23, 2019 **What do you like best about Altair AI Studio?** I like how RapidMiner is designed professionally to accommodate almost all of the data scientists needs and required tools to build models and start predicting stuff and derive insights. and the ease of use of the tool is amazing. **What do you dislike about Altair AI Studio?** I dislike that some extensions have some problems or some old dependencies, so that makes it hard or impossible sometimes to use them. **Recommendations to others considering Altair AI Studio:** very easy to use and understand, provides almost everything you need to build data science models and start deriving insights and predict outcomes. **What problems is Altair AI Studio solving and how is that benefiting you?** I am building models for the NBO(Next Best offer) product, I built a churn prediction model and might build fraud prediction models in the future for our company. ### 9. love rapid miner **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in E-Learning | Small-Business (50 or fewer emp.) **Reviewed Date:** September 23, 2019 **What do you like best about Altair AI Studio?** it is seriously easy to get up and running. I started working with rapid miner one night and the next day I built workflows that I could actually utilize in a real life scenario if i needed. I'm using to complete data analytics course at University of texas at austin. And really helped me get the ground work out of the way in terms of understanding the basic data mining process flow and how to build models. The companion book Data Mining for the Masses is definitely worth the money as well! **What do you dislike about Altair AI Studio?** It is a little limiting when it comes to trying to preprocess data - in that you are limited to the UI capabilities. It takes a little while to find the correct adapters to use and then a bunch of trial and error to understand the impact of each variable for the adapter. That said, once i worked with it long enough, i had a really good understanding of how the adapter works. So, maybe that's not a bad thing. Charts are a little difficult to work with and don't seem as intuitive as I would have expected. But they work once you figure out how to do so. **Recommendations to others considering Altair AI Studio:** try it - you'll like it! **What problems is Altair AI Studio solving and how is that benefiting you?** schoolwork right now. mostly data mining, cleansing, visualizations, basic predictive models from test data. ### 10. Easy to Use **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** November 06, 2019 **What do you like best about Altair AI Studio?** Drag and drop graphical interface. The ability to import and export Excel data. Providing heat maps to see what else we can look into as possible causation. **What do you dislike about Altair AI Studio?** As a non-data person, my own lack of background knowledge holds me back from truly using the program. **Recommendations to others considering Altair AI Studio:** Stop using Excel/GSheets for deep data dives and use RapidMiner. Also, RapidMiner exports back to Excel. **What problems is Altair AI Studio solving and how is that benefiting you?** I work on various educational applications and really enjoy that I can bring data to a meeting and center the conversation about it as opposed to preconceived notions or feelings. ### 11. Very easy to use and run **Rating:** 5.0/5.0 stars **Reviewed by:** Varkey J. | Student, Enterprise (> 1000 emp.) **Reviewed Date:** September 22, 2019 **What do you like best about Altair AI Studio?** Drag and Drop functionality without need of much coding. The best tool to learn the entire end to end data science process as one can spend more time on solving business problems using the tool than get stuck in writing code. **What do you dislike about Altair AI Studio?** More algorithms for deep learning etc can be added thereby further reducing the need for any coding **Recommendations to others considering Altair AI Studio:** At the moment, it lacks a bit in deep learning drag and drop stuff for convoluted neural networks where you have to reply on coding to convert the images for example into a format decipherable by RapidMiner. But hopefully with time they overcome this. **What problems is Altair AI Studio solving and how is that benefiting you?** University assignments on classification, estimation, text mining, clustering and segmentation. ### 12. Intuitive and powerful **Rating:** 5.0/5.0 stars **Reviewed by:** Dimitar Z. | Research and teaching associate (Akademischer Rat), Enterprise (> 1000 emp.) **Reviewed Date:** November 25, 2019 **What do you like best about Altair AI Studio?** Rapidminer provides a host of tools to read, interpret and export data. **What do you dislike about Altair AI Studio?** It would be great if more examples of different functions would be shipped with the software. **What problems is Altair AI Studio solving and how is that benefiting you?** Rapidminer helps me reduce the effort of analysing a large number of text documents. ### 13. RapidMiner is a fantastic machine learning application! **Rating:** 5.0/5.0 stars **Reviewed by:** SangKyu K. | CEO, Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** August 20, 2019 **What do you like best about Altair AI Studio?** With the Lego-like modular design of RapidMiner. The advantage of RapidMiner's modularity is that it is highly reusable. After meeting RapidMiner, I was able to understand and use machine learning. After using RapidMiner, I was able to understand and utilize Machine Learning. **What do you dislike about Altair AI Studio?** Text mining for non-English languages' is not supported. (specially tokenizing) But it can be solved through Python or R. There aren't many books available for the Rapidminor. Data visualization, it was a bit disappointing **What problems is Altair AI Studio solving and how is that benefiting you?** It is used for various machine running analyses, including forecasting and text mining. ### 14. Speads your work and saves time and money on writing complex hard to maintain python code **Rating:** 4.5/5.0 stars **Reviewed by:** Maoz B. | Finance domain solutions Architect, Project Manager – Mavenir (Ex Comverse) as a Contractor, Telecommunications, Small-Business (50 or fewer emp.) **Reviewed Date:** June 25, 2019 **What do you like best about Altair AI Studio?** I like that the platform is open source , has great support from the founder and others with great youtube material. It helps you to get into the data science world even without a PHD in Statistics , I struggled first in writing it all in python ... Give the ability to prototype, achieve a trained model , test theories and get insight and decisions made based on large quantities of data. **What do you dislike about Altair AI Studio?** At first I had to cleanse and fit complement the data myself and that had taken a long time Down the road I had used an ETL tool (Talend) to do that but at that point there was no provided integration with RapidMiner Today there is a connector in Talend to run RapidMiner , But it is not yet available in the Talend Open Studio (Open source Version ) , it is just available in the Talend Data Fabric (paid version) **Recommendations to others considering Altair AI Studio:** Don't use coded solutions (python\R) use a platform like Rapidminer **What problems is Altair AI Studio solving and how is that benefiting you?** Built a Loan repayment prediction Risk Model based on a text people write ### 15. Feedback on RapidMiner **Rating:** 4.5/5.0 stars **Reviewed by:** Денис . | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** November 18, 2019 **What do you like best about Altair AI Studio?** Very convenient data import process. Ease of building analytical models. High degree of visualization of processes. **What do you dislike about Altair AI Studio?** Low degree of cost differentiation. Lack of broad language localization. **What problems is Altair AI Studio solving and how is that benefiting you?** Consulting projects for the organization of data analysis services and processes in industrial enterprises. ### 16. Very useful **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Small-Business (50 or fewer emp.) **Reviewed Date:** March 20, 2020 **What do you like best about Altair AI Studio?** It's very easy to use this software, RapidMiner **What do you dislike about Altair AI Studio?** There may be more interpretation options **What problems is Altair AI Studio solving and how is that benefiting you?** Data analyzing ### 17. one of best tool for data mining **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2020 **What do you like best about Altair AI Studio?** The tutorial available is good and even known textbook on mining consider Rapidminer process while explaining the concepts. **What do you dislike about Altair AI Studio?** Nothing to dislike......but I haven't touched on sentiment analysis yet... **What problems is Altair AI Studio solving and how is that benefiting you?** I completed my complete class assignment on Rapidminer. i consider Rapidminer as a center to compare other tools while using them for mining. ### 18. G O D L I K E **Rating:** 5.0/5.0 stars **Reviewed by:** Souradeep C. | Student, Mid-Market (51-1000 emp.) **Reviewed Date:** April 05, 2019 **What do you like best about Altair AI Studio?** the user interface and experience for sure. it's so easy to use especially for a noob like me. it's very intuitive and you can grasp the basics within like 5 minutes of you using the software. also there are lots of ways which i can use the graphically represent the data that i work on, also the graphs that i can make look really clean and professional. and i'm not a tech person but it feels like it puts less pressure on my dingy old laptop that excel. like if i use excel to even load a sheet with more than 5000 columns it lags and freezes. RapidMiner did it in under 30 seconds and when i was like using it i never heard my laptop fan coming on or any weird noises. so that made me trust it a lot. **What do you dislike about Altair AI Studio?** nothing as of yet. the only problem i faced was due to me being new to the software, not anything about the software itself. **Recommendations to others considering Altair AI Studio:** just buy it man. it'll save your life. it lets you know clean a sheet as well if some noob has messed it up for you. **What problems is Altair AI Studio solving and how is that benefiting you?** okay so basically i'm a student right now, but i used to work as a fintech marketer. a tool like RapidMiner would have been priceless to me when i was actually going about running digital campaigns to get people to invest. and not just in terms of drawing trends and figuring out cluster patterns amongst large databases, but also about campaign data itself. right now as a student, i'm using it to show my professors the correlations between different variables in emerging markets, and to visually represent those particular relationships. ### 19. Wonderful Tool for students and researchers **Rating:** 5.0/5.0 stars **Reviewed by:** Raja Sher Afgun U. | PhD candidate, Mid-Market (51-1000 emp.) **Reviewed Date:** October 31, 2019 **What do you like best about Altair AI Studio?** Ease of use and good documentation,. Saves me a lot of time and effort. **What do you dislike about Altair AI Studio?** bit processor heavy, understandably so but i hope it can improve **What problems is Altair AI Studio solving and how is that benefiting you?** Research in data science as a PhD candidate, it saves me so much time. I can do all preliminary work with rapidminer ### 20. Very good Product for data analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** April 22, 2020 **What do you like best about Altair AI Studio?** Auto model, user interface, and tutorial **What do you dislike about Altair AI Studio?** need to understand the so-many functions **Recommendations to others considering Altair AI Studio:** If they want to work with multiple models and their analysis, I will encourage them to use RapidMiner **What problems is Altair AI Studio solving and how is that benefiting you?** Machine learning model and auto modeling ### 21. Very high entry barrier **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** January 13, 2020 **What do you like best about Altair AI Studio?** The scope and GUI interface and the scope of handling variety of data **What do you dislike about Altair AI Studio?** Lack of tutorials about basic troubleshooting. If the examples provided do not match the data which I am using, then the process will show error. This is a serious bottleneck for amateur analysts like me. **What problems is Altair AI Studio solving and how is that benefiting you?** Text analytics. The drag and drop process flow structure is very good. But more tutorials, especially with simple excel files containing text data should be provided. Without that, I am not able to troubleshoot my issues. ### 22. RapidMiner has meant for me the most important approach to data mining. **Rating:** 5.0/5.0 stars **Reviewed by:** Dina M. | Epidemiology Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** October 07, 2019 **What do you like best about Altair AI Studio?** RapidMiner has meant for me the most important approach to data mining. I am an epidemiologist and researcher and the most important thing is the analysis of large bases that allow us to know the behavior of diseases in populations. This is how RapidMiner has been an ally for the BigData dive **What do you dislike about Altair AI Studio?** Actually, nothing, but, it is necessary to take the courses for basic and advanced Cerification in RapidMiner, I would also like the learning path to be more explicit **Recommendations to others considering Altair AI Studio:** It is beautiful **What problems is Altair AI Studio solving and how is that benefiting you?** Just an exhaustive anisis with few commands and efficient results graphs. ### 23. data mining tool for academic projects **Rating:** 4.0/5.0 stars **Reviewed by:** Mohammad N. | Data Analyst, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** September 10, 2019 **What do you like best about Altair AI Studio?** Rapid-miner studio is an easy to use tool for data-mining projects.It has a good community with lots of walk-though videos in web. **What do you dislike about Altair AI Studio?** some of extensions in it are buggy or they use lots of rams for simple tasks. **Recommendations to others considering Altair AI Studio:** it's an ideal choice for your projects if you're looking for a software with lots of tool for data-mining **What problems is Altair AI Studio solving and how is that benefiting you?** I used rapid-miner for data-mining, academic projects and data modeling in test phase ### 24. tool for data mining **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** February 27, 2020 **What do you like best about Altair AI Studio?** 1.data preprocessing 2.data visualization 3.automatic prediction **What do you dislike about Altair AI Studio?** lack of the algorithm for prediction like xgboost,tensorflow,keras,etc **What problems is Altair AI Studio solving and how is that benefiting you?** stock prediction, it could provide recommendations in short time ### 25. Teaching Data Analysis Using RapidMiner **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** October 24, 2019 **What do you like best about Altair AI Studio?** RapidMiner is a user-friendly software for both teachers and students to analyze data. The learning tutorials is fantastic that we can learn how to use RM just a few hours. The operators panel provide so many tools to help building models so easily. **What do you dislike about Altair AI Studio?** To tell the truth, I like RM in every aspect. **Recommendations to others considering Altair AI Studio:** RM is a user-friendly but powerful tool for building models for data analysis. **What problems is Altair AI Studio solving and how is that benefiting you?** Building predictive models such as network attacks. Decision tree models and simulations provide us many insights of network security. ### 26. RapidMiner is my goto analytic tool in both practice and as a data analytic graduate instructor **Rating:** 5.0/5.0 stars **Reviewed by:** Litia S. | Business Technology Consultant, Higher Education, Mid-Market (51-1000 emp.) **Reviewed Date:** March 30, 2019 **What do you like best about Altair AI Studio?** I have over 20 years as a computer science BS programming in all and every language that was corporate accepted. I am a leader/influencer/specialist in data and analytics and have been using RapidMiner since the command line version. RapidMiner can keep up with my analytic thoughts as compared to other tools which require me to pause and code to get my idea expressed. Love this tool. **What do you dislike about Altair AI Studio?** My one critique is that it is challenging to do very large data on my desktop (20 years monthly linear regressions for about 2500 global companies with about 47 variables) SAS can do this in seconds. A second critique is that in KINIME there are many post model interpreting objects to easily perform analysis. This is improving in the current versions and I look forward to more improvements here. **Recommendations to others considering Altair AI Studio:** Even if the company does not use the sever, etc for implementation in production...this tool for a data analytic is like Excel for those working with numbers and data (like an accountant). It sits on the desktop and can be used to model many thoughts and ideas that can then be transposed into the corporate standard for predictive modeling. I have tried most all/many tools on the gartner magic quadrant and RapidMiner is by far the best and most usable tool of all. They each have strengths but as an overall experience for rapid analytic modeling RapidMiner is the tool. **What problems is Altair AI Studio solving and how is that benefiting you?** I am a researcher so I am doing investment modeling (I am a quant) that is not being done by others. I use this tool to flex my skills in a way that is not normal. My benefits are that it can let me build out prototypes of research that I then have to convert to SQL & SAS. I am using memSQL and really want RapidMiner to connect and do the heavy lifting on that machine (it has NVIDA memory) because I am doing millions of row modeling. I have an enterprise desktop version on my desk at work. I also teach Data Analytics and write graduate coursework for SNHU and drive my students to use RapidMiner vs R/Rattle. It is going well. Especially the Auto Model in the coursework. ### 27. the efficient tool for Data-driven education in the lecture **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** September 25, 2019 **What do you like best about Altair AI Studio?** the most helpful point is easily skip a 'Learning Curve' for students who never educated about Data mining. And also It is helpful to mature a lecture quality of Digital transformation. **What do you dislike about Altair AI Studio?** The main weak point is 'shortage of guide books of information in internet'. nowadays, many student have searched a lot of inform on internet not professor, but there is not enough to fill the student needs. **What problems is Altair AI Studio solving and how is that benefiting you?** I usually focus on Unstructured data from marketing and service design data. Rapid miner always them simple to analysis and it make a time efficiency for research another point of view. ### 28. Experiment **Rating:** 4.0/5.0 stars **Reviewed by:** Sucianna G. | University Lecturer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 01, 2019 **What do you like best about Altair AI Studio?** I usually use rapid miner for my research and its very helpfull. I do my experiment and the visualization is very good to represented my experiment **What do you dislike about Altair AI Studio?** we must update this application every period **What problems is Altair AI Studio solving and how is that benefiting you?** training and testing data for prediction or data classification ### 29. Rapid Miner for Social Science **Rating:** 4.5/5.0 stars **Reviewed by:** William W. | General Affairs Manager, Education Management, Mid-Market (51-1000 emp.) **Reviewed Date:** October 17, 2019 **What do you like best about Altair AI Studio?** The puzzle-like modelling tools simplify many things that make Rapid Miner can be used almost all level of users **What do you dislike about Altair AI Studio?** Rapid Miner needs to provide more live tutorial within the app so the user can learn it easily **What problems is Altair AI Studio solving and how is that benefiting you?** Building a neural network predictive model using Rapid Miner is extremely easy. ### 30. Easy Data Mining by RapidMiner **Rating:** 5.0/5.0 stars **Reviewed by:** Iwan P. | Mr., Small-Business (50 or fewer emp.) **Reviewed Date:** June 08, 2019 **What do you like best about Altair AI Studio?** RapidMiner Auto Model, 1. Very convenient for us in accelerating data preparation and analyzing data to identify quality problems in general, 2. We can automate predictive modeling by suggesting the best machine learning techniques to our students, producing prediction models that are optimized and cross validation can be done. 3. So this feature provides exceptional and extraordinary motivation especially for the students who are less experienced or less like to programming coding. **What do you dislike about Altair AI Studio?** In the meantime I don't have an idea. Because of the teaching material and currculum that I have given in the class, has been fulfilled by the features and convenience provided by RapidMiner currently. **Recommendations to others considering Altair AI Studio:** Very Recommended for the novice profession as a data scientist, 1. It is highly recommended to take advantage of the advantages and features provided in Rapid, 2. It is very helpful and provides easy understanding to implement data mining and data science. **What problems is Altair AI Studio solving and how is that benefiting you?** 1. As a lecturer, RapidMiner is very helpful for me to be able to provide understanding and teaching how to do the data mining and data science. 2. With the various conveniences and features available on RapidMiner, it is very easy for me to create a teaching curriculum for the big data analytics course. 3. Especially with the provision of licenses for education, it is very helpful for us in academia with the various features that we make use of RapidMiner. ### 31. A fantastic data miner solution **Rating:** 4.0/5.0 stars **Reviewed by:** Dora M. | Account Executive, Enterprise (> 1000 emp.) **Reviewed Date:** June 04, 2019 **What do you like best about Altair AI Studio?** This tool has a very intuitive and very easy to use user interface that makes the software very easy to learn even for beginners. It has wide range of machine learning algorithms and other data science capabilities. In terms of data sources, it can handle almost every type. One of the key and most likable features is that they constantly develop the software and fix the bugs fast **What do you dislike about Altair AI Studio?** The visualization and its configuration part is very poor, The graphics look very outdated. It can be quite slow sometimes, especially when it comes to big and complex data mining models. I miss the data exploration functionality of the tool as well **Recommendations to others considering Altair AI Studio:** This is a great software for data miners and data scientists. So don't be afraid to try it out, even though it looks difficult to use in the beginning. They have a brilliant user community which is very helpful and friendly **What problems is Altair AI Studio solving and how is that benefiting you?** The tool provides a good deal of machine learning algorithms and a huge number of functions, which makes this tool a great choice for data mining purposes. It is easy to use and easy to work with, can be integrated with R and Python, which I found very useful ### 32. Made data analysis agile and fast **Rating:** 5.0/5.0 stars **Reviewed by:** Angel O. | Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** June 17, 2019 **What do you like best about Altair AI Studio?** Rapid miner is a very user-friendly data analysis software. What might take hours in writing SQL queries is made easy and fast with Rapid Miner. Operators are very intuitive, drag and drop interface is easy to use, data types are easily handled, import and export of data from and to files is fast and flexible. **What do you dislike about Altair AI Studio?** Can't have multiple processes open, the main screen will only allow one process on the display. Sometimes moving from process to process will require you close one or the other. There is nothing like a version manager for your processes, sometimes I make many changes to a process just to realize the previous version was better, there is not an easy way to rollback to a given state. **What problems is Altair AI Studio solving and how is that benefiting you?** Statistical analysis, data transformation and homogenization of information. The main benefit is time saved in performing this tasks. ### 33. Excellent experience! **Rating:** 4.0/5.0 stars **Reviewed by:** Ralph P. | Software Application Developer at Cisco, Enterprise (> 1000 emp.) **Reviewed Date:** May 27, 2019 **What do you like best about Altair AI Studio?** I am going to talk about my experience with this incredible product! Rapid Miner is such a comprehensive tool that it has allowed us to access real-time data, clean data from advanced algorithms, create an optimal dataset, and it has also allowed us to discover data patterns or issues. It helped us, so we can say that it is a good tool for creating models and then performing predictive analysis on large volumes of data. **What do you dislike about Altair AI Studio?** We have no problems with this product, as we have increased our revenue, and we have also been able to grow a bit more as an organization. It has also been our solution that facilitates self-service predictive analytics, allowing advanced analysis with just drag and drop and, optionally, code generation. **Recommendations to others considering Altair AI Studio:** my recommendation is to try this product! **What problems is Altair AI Studio solving and how is that benefiting you?** I have no words to describe how useful it has been for our organization to implement this unbeatable platform, which has allowed us to optimize our way of working, because RapidMiner is very simple and entertaining to use for our potential users. ### 34. My favourite tool to quickly prototype predictive models **Rating:** 4.5/5.0 stars **Reviewed by:** Ruud V. | Co-founder and CCO, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** July 30, 2019 **What do you like best about Altair AI Studio?** Easy to use out-of-the-box but there are no black boxes - the modelling is transparent. I use it in projects with MSc students Economics and Management **What do you dislike about Altair AI Studio?** Report generation could be easier but for the rest I cannot think of anything I dislike. **What problems is Altair AI Studio solving and how is that benefiting you?** RapidMiner has helped me to give my students a grasp on the pro's and con's of different machine learning algorithms and prediction models. I have also been using RapidMiner in my own research to generate and explore hypotheses quickly. ### 35. Data Boost **Rating:** 5.0/5.0 stars **Reviewed by:** José Miguel P. | Abogado, Enterprise (> 1000 emp.) **Reviewed Date:** August 21, 2019 **What do you like best about Altair AI Studio?** I like box operators, Its simple to chain them in a logical process to obtain great results for data mining and visualization. the results are very good and easy to visualize them. I really like yo can access to a full product for educational proposes and make really good proyects. In that way is importan to develop more comunity knoledge, share process to improve better resuts all together. **What do you dislike about Altair AI Studio?** few video examples of operator funcionality, upload more videos !!! **Recommendations to others considering Altair AI Studio:** watch all videos in rapidminer home page, and join the comunity page. **What problems is Altair AI Studio solving and how is that benefiting you?** loop imputs (txt and pdf), making data process to obtain wordcloud and .xls outputs. Decision Trees. ### 36. RapidMiner is a tool which has made the Predictive analytics very smooth and faster. **Rating:** 5.0/5.0 stars **Reviewed by:** Md Jubaer M. | Graduate Research Assistant, Mid-Market (51-1000 emp.) **Reviewed Date:** November 25, 2019 **What do you like best about Altair AI Studio?** Easy Interface is the one feature I liked most. Also, the auto model feature seems an amazing functionality of the tool **What do you dislike about Altair AI Studio?** I think the interface could be made more visually appealing **What problems is Altair AI Studio solving and how is that benefiting you?** I have tried to use predictive analytics tools to predict the outcome. I have been able to evaluate the performance of different models easily by RapidMiner ### 37. Data with Rapidminer **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Program Development | Mid-Market (51-1000 emp.) **Reviewed Date:** November 12, 2019 **What do you like best about Altair AI Studio?** I have served "Driving monitoring and Sharing", and we get collect Driving data and shared service data. And then, I start to analysis those data with Rapidminer. However, I didn't know how to start. That time, Rapidminer gave me the hint though Automator that made a lot of approaches and made results. I researched and compared results, and I could analysis Driving History Data. **What do you dislike about Altair AI Studio?** Rapidminer makes me repeatedly work the configuration, sometime. **Recommendations to others considering Altair AI Studio:** It was good luck to me at first Data Analytics. **What problems is Altair AI Studio solving and how is that benefiting you?** it is experimental tools. If I couldn't have belief about direction of analytics, Rapidminer help me simple and directly. ### 38. RapidMiner makes it easy for to train and operationalize machine learning applications **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** December 01, 2019 **What do you like best about Altair AI Studio?** RapidMiner makes it easy for citizen data scientists to create machine learning models. However, the ease of use does not mean that the algorithms or data prep transformations are simplistic or entry level. The functional capabilities are rich, powerful and comprehensive. **What do you dislike about Altair AI Studio?** It would have been great if there was a way to export the processes to Python/R. Also, code versioning would be useful to have as well. **What problems is Altair AI Studio solving and how is that benefiting you?** We are trying to use ML in healthcare scenarios and were able to convert a few existing predictive models in SAS fairly quickly ### 39. Fast and Easy **Rating:** 4.5/5.0 stars **Reviewed by:** Eduardo Miguel d. | Management Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** May 14, 2019 **What do you like best about Altair AI Studio?** It's ease of use: there was a very diverse cohort in my Data Mining class, where RapidMiner was introduced to me, and I can testify how psychologists, music professors and political scientists were twitching and tweaking ML models in no time. The speed. It amazed me how, in a matter of minutes, you can pass from importing the data to clustering, classifying and/or forecasting. The in-built data visualization is very good: never felt like using Tableau when using RapidMiner. **What do you dislike about Altair AI Studio?** Its documentation is not as extensive as the one you can find with TensorFlow, Pytorch or MATLAB. In addition to this, the online community is very small. Also, it is a bit pricey: Of course, compared to Python and R which are Open Source anything is expensive. Nonetheless, compared to MATLAB, I would say RapidMiner has a greater value for money if your company is looking to implement AI within the organization as fast as possible. **Recommendations to others considering Altair AI Studio:** As the documentation is not as detailed as TensorFlow or MATLAB, you might rely on official software support. The cool thing is you might get support from Dr. Ingo, RapidMiner's creator! RapidMiner's GUI is very intuitive and it kind of walks you through all the steps generally accepted as good industry practices in Data Analytics. **What problems is Altair AI Studio solving and how is that benefiting you?** Client churn rate from a bank. Business School applicants' employability forecasting. Client segmentation for a magazine marketing campaign. Credit approval by forecasting default probabilities. ### 40. Very useful for rapid prototyping, but exporting to present is very difficult **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Primary/Secondary Education | Small-Business (50 or fewer emp.) **Reviewed Date:** December 17, 2019 **What do you like best about Altair AI Studio?** Just by dragging and dropping one can do rapid prototyping, and also the Auto Model feature is useful to determine the model to use. **What do you dislike about Altair AI Studio?** Unable to export results or even images of results. **What problems is Altair AI Studio solving and how is that benefiting you?** Fast and quick determining on the model to use. ### 41. Best tool for getting a deeper insight into the dataset **Rating:** 5.0/5.0 stars **Reviewed by:** Shahroz T. | PHD Researcher, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** September 07, 2019 **What do you like best about Altair AI Studio?** I like the visual representation power of this tool and the way we can run some baseline model using turbo prep. **What do you dislike about Altair AI Studio?** We can't visualize more than a certain amount of data there should be some way to handle that scenario in a better way. **Recommendations to others considering Altair AI Studio:** For more technical user. Use this tool for preliminary work on the project and then you can move on for full development in any platform you seem fit. **What problems is Altair AI Studio solving and how is that benefiting you?** I am a data science PhD student I use this tool to get an insights on new datasets. ### 42. Brilliant tool for data mining **Rating:** 4.0/5.0 stars **Reviewed by:** Kalindi D. | Data Visualization and Analytics Intern, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** January 21, 2019 **What do you like best about Altair AI Studio?** Helps really understand the concepts of data mining. All the elements are found and results can be visualized easily. With RapidMiner, the whole process of modeling to implementation is unhindered. The system also boasts of rich technology that is useful when working in the various stages of an advanced analytic project. **What do you dislike about Altair AI Studio?** Can take long time to process at times. The pricing plan can get a little costly. So, if your company is sponsoring, well and good. Sometimes it becomes very complex to solve. You will need practice and have patience with this tool. It is getting outdated day by day. **Recommendations to others considering Altair AI Studio:** Have patience! **What problems is Altair AI Studio solving and how is that benefiting you?** Data Mining, machine learning. Benefits: no coding background needed Text mining, customer segmentation. I had used for many of my academic projects too. Great work. ### 43. RapidMiner is very useful!! **Rating:** 4.0/5.0 stars **Reviewed by:** Andrew F. | Software Programmer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 06, 2019 **What do you like best about Altair AI Studio?** The best thing about RapidMiner is the way in which data can be extracted to pontificate the possible sales and consumption through its predictive analysis tool. With RapidMiner you can obtain great benefits in your company, thanks to the versatility of this super tool. **What do you dislike about Altair AI Studio?** I think one of the disadvantages of RapidMiner is its complexity. It would be a good idea to include very specific tutorials when buying the licenses, since they are very expensive. In addition, RapidMiner must be combined with the great diversity of development languages. **Recommendations to others considering Altair AI Studio:** I think my only recommendation for this product is to use it because it is an excellent tool that can help you in the analysis of any module of your company **What problems is Altair AI Studio solving and how is that benefiting you?** I believe that while we use RapidMiner in our company, revenues have improved significantly, due to RapidMiner's ability to automate the parameters of the modules created by our users to obtain an optimal predictive analysis. ### 44. An excellent product to use! **Rating:** 4.5/5.0 stars **Reviewed by:** David N. | Senior Software Development Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** May 06, 2019 **What do you like best about Altair AI Studio?** In my opinion, RapidMiner is one of the best tools we that use in our company today, because it has allowed us to perform predictive analysis in models of large volumes of data. Its unique method of data extraction has allowed us to predict sales, consumption, customer segmentation and purchases. **What do you dislike about Altair AI Studio?** RapidMiner probably needs some adjustments to improve its performance. RapidMiner should be increasingly easy to use, as it can be very complex to use. It would also be a good idea to improve the prices of the annual packages, since they are too expensive. I would like that RapidMiner generates codes automatically in any fourth generation programming language based on the development model **Recommendations to others considering Altair AI Studio:** My recommendations for people who want to use RapidMiner is to trust the efficiency of this software, which has potentially changed our company, since we have many different databases and this makes our organization much more proactive. **What problems is Altair AI Studio solving and how is that benefiting you?** The best thing RapidMiner as a tool is that it has made things easier for our company, because it gives us the automatic optimization of the parameters of our created data modules, besides its efficient connection with almost all data sources make the data are easily integrated into a single environment. In this way we have obtained a noticeable increase in our annual income. ### 45. A great tool for data scientists **Rating:** 4.5/5.0 stars **Reviewed by:** sathien h. | Lecturer, Education Management, Mid-Market (51-1000 emp.) **Reviewed Date:** February 23, 2019 **What do you like best about Altair AI Studio?** RapidMiner is easy to use. With a inside application tutorial, you can quickly start using for data mining. It's easy to work with machine learning algorithms with user friendly interface. In addition, RapidMiner has most of the algorithm for data mining. Beside, it can extended programming with Python or R. One of the things I liked most is the documentation that can be found inside the application which guides me through implementing the data mining solution. **What do you dislike about Altair AI Studio?** I don't have anything special to dislike. Except RapidMiner is too slow in comparison with other software and I hope it can improve speed more. **Recommendations to others considering Altair AI Studio:** This is a great tool for data scientists who want a user friendly tool for mining their data. **What problems is Altair AI Studio solving and how is that benefiting you?** I am using Rapidminer in my research about drug-drug interaction prediction. I am also using it in teaching my students data mining class. ### 46. Good but can improve more **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** December 16, 2019 **What do you like best about Altair AI Studio?** Easy to use. Many tutorial and community. Many process. **What do you dislike about Altair AI Studio?** Use many RAM. Server is hard to configs. **What problems is Altair AI Studio solving and how is that benefiting you?** Try to use for demand forecasting but, not realize something that most useful, due to accuracy of forecast is low. ### 47. data minnig | ML | text minning | Social Network Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** shecofeh s. | Small-Business (50 or fewer emp.) **Reviewed Date:** December 28, 2019 **What do you like best about Altair AI Studio?** I think velocity &accuracy are in the models. **What do you dislike about Altair AI Studio?** Parallel Programming & dynamic Programming & routing **What problems is Altair AI Studio solving and how is that benefiting you?** I don't need to write heavy and hard code in MATLAB. ### 48. First steps into Data Mining **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** September 30, 2019 **What do you like best about Altair AI Studio?** RapidMiner ease of use helps beginners like me understand the complexity of Data Mining in an easy to use environment. Also, community expansion modules are easy to download. **What do you dislike about Altair AI Studio?** I couldn't find a dislike, maybe the compatibility the software had with high displays. **What problems is Altair AI Studio solving and how is that benefiting you?** I received predictive analytics classes using RapidMiner and had several competitions solved with it. One of the best implied a deep analysis of credit card user trends. ### 49. Easy to learn, easy to use **Rating:** 4.5/5.0 stars **Reviewed by:** Felipe d. | Master Degree in Applied Computing, PhD student in Applied Computing, Small-Business (50 or fewer emp.) **Reviewed Date:** July 13, 2019 **What do you like best about Altair AI Studio?** I like the way RapidMiner have used to solve a very hard task, e.g., handling data. The box components allow the developer to see what is happing, and also to debug the solution. **What do you dislike about Altair AI Studio?** Some times the documentation is not very clear about the algorithms and strategies used to develop the operators. Also, I use RapidMiner for scientific purpose, thus citations of the algorithms/operators would be very important. **Recommendations to others considering Altair AI Studio:** I recommend RapidMiner for everyone that is starting to work with data mining. **What problems is Altair AI Studio solving and how is that benefiting you?** I have been using RapidMiner to predict emotions from students. About benefits, the way I can see the data and the way I can rapidly change the model. ### 50. Very easily usage and learning **Rating:** 5.0/5.0 stars **Reviewed by:** Behzad S. | Lecturer,Student,Manager,Programmer, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** October 01, 2019 **What do you like best about Altair AI Studio?** Simple usage. Good Graphical User Interface. **What do you dislike about Altair AI Studio?** Have not some rare operators which are natural but it is difficult to add them. It doesn't have tutorial sample for some operators or good documentation. **Recommendations to others considering Altair AI Studio:** It is very simple and reflective for beginners and professionals if you don't want to change the inside behavior of an operator, but you are just a user of each operator. **What problems is Altair AI Studio solving and how is that benefiting you?** Data Mining for academic usage ## Altair AI Studio Discussions - [before using they should have knowledge of data science and machine learning with R/python experience](https://www.g2.com/discussions/35493-before-using-they-should-have-knowledge-of-data-science-and-machine-learning-with-r-python-experience) - 1 comment, 1 upvote - [Would you consider providing codes behind the models that are developed by the end users?](https://www.g2.com/discussions/25070-would-you-consider-providing-codes-behind-the-models-that-are-developed-by-the-end-users) - 1 comment, 1 upvote - [How to predict 8 test values using 12 other test values. 500 data points available for each tests. Also what should I do to find a relation between parameters.](https://www.g2.com/discussions/24700-how-to-predict-8-test-values-using-12-other-test-values-500-data-points-available-for-each-tests-also-what-should-i-do-to-find-a-relation-between-parameters) - 3 comments, 1 upvote - [What is the minimum of data that i can use effectively?](https://www.g2.com/discussions/what-is-the-minimum-of-data-that-i-can-use-effectively) - 1 comment, 1 upvote - [What is the best tool for predictive analytics for Manufacturing Industries?](https://www.g2.com/discussions/what-is-the-best-tool-for-predictive-analytics-for-manufacturing-industries) - 1 comment, 1 upvote - [View Altair AI Studio pricing details and edition comparison](https://www.g2.com/products/rapidminer-studio/reviews?page=5§ion=pricing&secure%5Bexpires_at%5D=2026-08-15+07%3A41%3A32+-0500&secure%5Bsession_id%5D=e88050eb-e41b-44b9-b4b3-c1bc0efb9dfe&secure%5Btoken%5D=7b00f60da81458f6734acbc2d6b12a5bdab2f36becda2e0fcde802370b0d260a&format=llm_user) ## Altair AI Studio Integrations - [Mendix](https://www.g2.com/products/mendix/reviews) - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) ## Altair AI Studio Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards - Customizable Reports - Marketing Reports - Sales Reports - Activity Dashboard - Interactive Reports - Customizable Reports - Customizable Reports - Activity Dashboard - Customizable Dashboard **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Additional Functionality** - Code Generation - Text to Image - Generative AI - API - Natural Language Processing - Virtual Characters and Avatars - Content Generation - Personalization and Recommendation - Conditional Generation - Transformer Model - Automated Image & Video Editing - Interactive and Co-Creative Systems - Text Summarization - Data Augmentation - Variation Autoencoder Models - Adversarial Training - Transfer Learning and Fine-tuning - Simulation and Scenario Generation - Creative Design - AI Copilot - Prompt Engineering - Foundation Model **System** - Data Ingestion & Wrangling - Real-Time Data **Data Preparation** - Connectors - Data Governance **Setup** - Integration - Maintenance - No-Code - Third-Party Integrations **Scalability and Performance - Generative AI Infrastructure** - AI High Availability - AI Model Training Scalability - AI Inference Speed **Data Ingestion & Preparation - Low-Code Machine Learning Platforms** - Automatic Data Profiling & Quality Assessment - Multi‑Source Connector Support - Schema Drift / Change Detection **Statistical Tool** - Scripting - Data Mining - Algorithms **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training - Database Support - Multi-Language **Model Development** - Feature Engineering **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending - Data Capture and Transfer **Data** - Security - Data Visualization - Real-Time Data - Visual Analytics **Cost and Efficiency - Generative AI Infrastructure** - AI Cost per API Call - AI Resource Allocation Flexibility - AI Energy Efficiency **Model Construction & Automation - Low-Code Machine Learning Platforms** - Guided Algorithm & Hyperparameter Recommendation - Code Extensibility - Automated Feature Engineering **Data Analysis** - Analysis - Data Interaction - Time Series Analysis - Trend Analysis **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Analysis** - Automation - Named entity recognition - Keyphrase Extraction - Topic Analysis - Sentiment Analysis - Language Identification - Syntax/Part of Speech Parsing - Multi-Language - Trend Analysis - Text Analysis - Qualitative Comparative Analysis - Statistical Analysis - User Research Analysis - Ad hoc Analysis - Quantitative Analysis **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Integration and Extensibility - Generative AI Infrastructure** - AI Multi-cloud Support - AI Data Pipeline Integration - AI API Support and Flexibility **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification - Customizable Reports **Deployment** - Managed Service - Application - Scalability **Customization** - Pre-Built Parameterization - Custom Extension - Compositionality **Security and Compliance - Generative AI Infrastructure** - AI GDPR and Regulatory Compliance - AI Role-based Access Control - AI Data Encryption **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations **Additional Functionality** - Customizable Reports - Collaboration Tools - Data Extraction - Semantic Search - Data Storage Management - Ad hoc Reporting - Reporting/Analytics - Predictive Analytics - Activity Dashboard - Access Controls/Permissions - Visual Analytics - Data Mapping - Data Synchronization - Statistical Analysis - Categorization/Grouping - Trend Analysis - Data Profiling - Linked Data Management - Data Visualization - API - Multiple Data Sources - Sentiment Analysis - Search/Filter - Data Import/Export - Data Capture and Transfer - AI Copilot - Monitoring - Data Connectors - Ad hoc Analysis - Text Mining - Reporting & Statistics - Predictive Modeling - Real-Time Analytics - Configurable Workflow - Tagging - Endpoint Management - No-Code - Data Preparation - Auditing - Big Data Analytics - ML Algorithm Library - Data Management - Activity Tracking - Data Security - Workflow Management **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling - Natural Language Search - Visual Discovery - Data Blending - Data Blending **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Generative AI** - Generative AI **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image - Generative AI **Usability and Support - Generative AI Infrastructure** - AI Documentation Quality - AI Community Activity **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity - Multiple Data Sources - Query Builder **Additional Functionality** - Demand Forecasting - AI/Machine Learning - Drag & Drop - For Healthcare - Forecasting - Data Extraction - Third-Party Integrations - Decision Support - Modeling & Simulation - Alerts/Notifications - Reporting/Analytics - Multiple Data Sources - For Retail - For Education - Data Discovery - Graphical Workflow Editor - Performance Metrics - Business Rules Management - AI Copilot - Natural Language Processing - Data Transformation - Data Clustering - API - Data Blending - Data Classification - Workflow Management - Workflow Automation **Additional Functionality** - Monitoring - Activity Tracking - Data Collection - Access Controls/Permissions - Predictive Analytics - Computer Assisted Coding - Activity Dashboard - Real-Time Analytics - AI Copilot - Reporting & Statistics - Data Import/Export - Mixed Methods Research - Website Analytics - Multimedia Support - Media Analytics - Categorization/Grouping - Data Storage Management - Feedback Management - Tagging - Collaboration Tools - Single Sign On - Drag & Drop - Annotations - Customizable Branding - Data Coding - Multiple Data Sources - API - Search/Filter - Customizable Reports **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services - Real-Time Analytics - Reporting/Analytics - Real-Time Analytics - Reporting/Analytics - Visual Analytics **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support - Database Support **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Capabilities - Analytics Platforms** - Auto-generated Insights and Narratives - Natural Language Queries - Proactive KPI Monitoring and Alerts - AI Agents for Analytical Follow-ups **Personalized Intelligence - Analytics Platforms** - Behavioral Learning for Contextual Query Refinement - Role-based Insight Personalization - Conversational and Prompt-based Analytics - Ad hoc Query - Visual Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Additional Functionality** - Drag & Drop - Secure Data Storage - Data Import/Export - Customizable Branding - Dashboard Creation - Access Controls/Permissions - Real-Time Reporting - Metadata Management - Forecasting - Data Storage Management - Ad hoc Analysis - Ad hoc Reporting - Data Migration - AI Copilot - Self Service Data Preparation - Search/Filter - Data Mapping - Monitoring - Sentiment Analysis - User Management - Sales Trend Analysis - Charting - Reporting & Statistics - Performance Metrics - Alerts/Notifications - Data Extraction - Widgets - Storytelling - Trend Analysis - Collaboration Tools - Financing Management - Self-service Analytics - KPI Monitoring - Dashboard - API - Data Integration - Scorecards - Data Management - Task Management - Progress Tracking - Data Connectors - Data Visualization - Profitability Analysis - Project Tracking - Strategic Planning - Goal Setting/Tracking - Publishing/Sharing - Predictive Analytics - Real-Time Monitoring - Templates - Mobile Access - Customizable Templates - Workflow Management - Financial Reporting - Audit Management - OLAP - Single Sign On - Data Synchronization ## Top Altair AI Studio Alternatives - [Dataiku](https://www.g2.com/products/dataiku/reviews) - 4.4/5.0 (213 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (861 reviews) - [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) - 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