Machine Learning Software
Machine learning (ML) software enables data scientists and machine learning engineers to efficiently build scalable machine learning models. ML software facilitates development, testing and deployment of ML models.
Machine learning software is also called machine learning system
Compare Machine Learning Software
AIMultiple is data driven. Evaluate 256 products based on comprehensive, transparent and objective AIMultiple scores. For any of our scores, click the icon to learn how it is calculated based on objective data.
DataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models.
Dataiku Free trial available
Dataiku's single, collaborative platform powers both self-service analytics and the operationalization of machine learning models in production.
Qubole Free trial available
Qubole's customers are 100% successful processing an exabyte of data every month, in a time when 85% of big data projects fail to meet expectations.
IBM Watson Machine Learning
IBM Watson Machine Learning (WML) Service enables you to create, train, and deploy self-learning models using an automated, collaborative workflow.
Searches with brand name
These are the number of queries on search engines which include the brand name of the product. Compared to other product based solutions, machine learning software is less concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 28% (50% less than average) of search queries in this area.
Machine learning software is a less concentrated than average solution category in terms of web traffic. Top 3 companies receive 33% (45% less than average solution category) of the online visitors on machine learning software company websites.
Number of Employees
Median number of employees that provide machine learning software is 64 which is 4
more than the median number of employees for the average solution category.
In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 92 companies (44 more than average solution category) with >10 employees are offering machine learning software. Top 3 products are developed by companies with a total of 1-5k employees. However, all of these top 3 companies have multiple products so only a portion of this workforce is actually working on these top 3 products.