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Machine Learning Software with Templates (2026)

Last updated: April 2026

Machine Learning Software Key Features

    Based on 227 user opinions, we identified 6 features that are important for any product in Machine Learning Software

  • Predictive Analytics

    Predict future data based on historical data sets

    Average user rating

    4.4

  • Predictive Modeling

    Analyzing historical and current data and generating a model to help predict future outcomes.

    Average user rating

    4.4

  • Data Import/Export

    Import and export data to and from software applications

    Average user rating

    4.3

  • API

    Application programming interface that allows for integration with other systems/databases

    Average user rating

    4.6

  • Model Training

    Process of testing an ML algorithm by feeding it training data to learn from

    Average user rating

    4.7

  • Third-Party Integrations

    Set up connections to third-party platforms to improve business processes

    Average user rating

    4.5
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Devices supported

Organization types

User rating

29 software options

Google Cloud logo
Category Leaders

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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UiPath logo
Category Leaders

(RPA) AI-powered hyperautomation Robotic Process Automation

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UiPath Robotic Process Automation is a cloud-based solution which helps businesses & government organizations design & manage attended & unattended automation tasks to streamlining front-office activities. UiPath RPA lets users store multiple licenses in a unified database for future reference.

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vSphere logo
Category Leaders

Server virtualization software for managing applications

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vSphere is a server virtualization software designed to help businesses manage applications and modernize workflows using virtual machines, Kubernetes, and containers. Enterprises can protect their hybrid cloud infrastructure against malware, ransomware, and other threats using built-in security capabilities.

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HeyGen logo

Unleash Your Video Creation Potential with AI

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HeyGen is an AI-powered video creation platform that empowers users to effortlessly produce high-quality videos. With its extensive collection of AI avatars and voices, users can create engaging and personalized videos for various purposes. Whether for sales outreach, content marketing, or learning and development, HeyGen provides the tools to bring ideas to life and captivate audiences.

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OriginPro logo

Cloud-based data analysis and graphing software

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OriginPro is a cloud-based data analysis and graphing software that provides a complete set of data exploration, peak fitting, and surface fitting analysis tools for businesses across multiple sectors, including academic institutions, government organizations, and non-profits.

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Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Google Cloud BigQuery logo

Serverless and Multi-cloud Data Warehouse

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BigQuery is a serverless and multi-cloud data warehouse designed to help users turn big data into valuable business insights. Users can query structured data without the need to store it or load it into their own systems first.

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OpsVeda logo

Operations Management System

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OpsVeda enables organizations to make smarter, faster business decisions and achieve unprecedented operational efficiency.

It transforms every customer’s operations with Data and AI powered automation.

Users foresee challenges and opportunities in their their execution and create maximum impact.

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UniFi logo

UniFi — One system, limitless use cases.

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UniFi is one platform with limitless use cases across every department. With limitless use cases, innovative features, and the ability for end users to create bespoke apps without coding knowledge, UniFi is the one system that does it all.

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AdCreative.ai logo

AI-based creatives generation platform

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Adcreative.ai is a platform that can generate hundreds of result-focused ad creatives within seconds, using powerful AI.

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Altair AI Studio logo

Predictive data analytics software

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RapidMiner is a data analytics solution that offers a range of products to mine data, understand it and use it to predict outcomes. The applications is designed for data scientists and business analysts to design their data analysis processes without the need for code. RapidMiner works in any environment and with any data source, and allows you to deploy your data models on any enterprise hardware.

Read more about Altair AI Studio

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Max AI logo

A GenAI analytics assistant for analyzing enterprise data

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AnswerRocket is an AI-powered augmented analytics platform that enables business users to get instant answers and insights from their data. With AnswerRocket, customers can monitor key metrics, identify performance drivers and detect critical issues in seconds.

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Moveo.AI logo

Power the Toughest Conversations

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Moveo.AI powers enterprises’ toughest conversations with goal-driven AI agents—enhancing efficiency, CX, and financial outcomes.

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Dataiku logo

Self service analytics and machine learning tool

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Dataiku DSS is a data tool, which utilizes artificial intelligence & machine learning technologies to prepare, visualize, monitor, & deploy data sets. Ideal for analytics leaders, data scientists, IT engineers, & analysts, it allows users to connect all data sources on a unified platform.

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KnowledgeLake logo

Document management and enterprise data capture software

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KnowledgeLake is a document management and enterprise data capture software that helps businesses utilize artificial intelligence (AI) and machine learning (ML) technologies to extract, process, and manage information from within a unified platform. It enables team members to identify, classify, and process high-volume documents from multiple sources, including Microsoft Office, Outlook, Power Platform, and Azure solutions.

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SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Upsy logo

Cloud-based personalization tool for online shopping.

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Upsy Shopping Helper is a cloud-based personalization solution that helps small and midsize eCommerce businesses manage customer shopping experience via AI assistant. The platform utilizes artificial intelligence (AI) technology to optimize conversion rates and automate customer service. Upsy helps streamline online shopping via personalized guidance, product discovery, AI recommendations, promotions, and more.

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Hopsworks logo

Machine learning (ML) application building platform

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Hopsworks is an Open-source Enterprise Feature Store, a productivity platform for the development and operation of Machine Learning (ML) pipelines at scale. Users can easily manage their AI data for features and models for feature, training and inference pipelines.

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Wrench.ai logo

Personalization AI to acquire, grow, and retain customers

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Wrench.AI is a personalization platform that distills complex data into painless human insights. We automate research and behavioral analytics for data-driven organizations that want to understand “Who” their audience is, “What” they care about, and “How” to serve them better.

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Users also considered
Label Studio Enterprise logo

Data-centric AI with HumanSignal

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HumanSignal offers a comprehensive data labeling platform trusted by over 250,000 data scientists and annotators. With advanced automation and human supervision, it enables businesses to fine-tune AI models, curate high-impact data, accelerate labeling tasks, and improve data quality and model performance. Unlock the full potential of data-centric AI with HumanSignal.

Read more about Label Studio Enterprise

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OpenText Analytics Cloud logo

Data visualization and analysis solution for business

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OpenText Magellan is a fully integrated AI & Analytics platform that empowers data scientists to create and share machine learning models across the organization, and business users to leverage these machine learning in their analysis of Big Data and Big Content.

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Intelligent Engagement Platform logo

Customer engagement and experience software

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NGDATA offers an intelligent engagement platform that builds rich customer data profiles to create truly personalized customer experiences with in-built real-time interaction management.

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Scribble Data Enrich logo
(0)

Build data products at the speed of ideas

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Scribble Data's Enrich platform allows you quickly transform raw data into outcome-oriented low-code data products. Its Hasper LLM-based engine helps generates proactive recommendations and bridges the gap between Generative AI, ML, and Advanced Analytics with context, and unmatched security.

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SAP BTP logo
(0)

Integrated business management platform for all industries

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SAP BTP is a cloud-based platform that provides a complete solution for all business process management needs. It provides a system for building, managing, and integrating systems across the entire organization. It features an integrated approach to finance, accounting, and supply chain management.

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