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Machine Learning Software with Model Training (2026) - Page 2

Last updated: April 2026

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101 software options

Idiomatic logo

Use data to turn feedback into features with confidence.

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Idiomatic is the only customer feedback analytics solution that takes the time to train custom models on custom training data from each individual client we work with.

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Appen logo
Category Leaders

Artificial intelligence (AI) & machine learning (ML) tool

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Appen is the global leader in AI training data. We power AI innovation, building a future driven by cutting-edge advancements in smart technology. Most of today’s interactions between consumers and AI are supported by Appen.

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Pairaphrase logo

AI Translation Management System for Enterprises.

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Pairaphrase is the AI Translation Management System for teams that value faster, smarter, and safer translation. Supporting 140+ languages, 20,000+ language pairs, and 25 file types—including scanned documents with OCR for PDFs.

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Neural Designer logo

Code-Free Data Science and Machine Learning Platform

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Neural Designer is a user-friendly app for data science and machine learning.

It allows you to build AI-powered applications without coding or building block diagrams.

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Browsi logo

Ad intelligence & competitive analysis platform

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Browsi provides competitive intelligence tools for digital advertising campaigns through its InsightStream and InsightHub platforms. The system offers side-by-side comparisons of competitors' ad creatives, identifies coverage gaps, and delivers AI-powered analytics to optimize campaign performance. Browsi's technology analyzes billions of ads monthly to help brands benchmark against rivals and make data-driven decisions about digital advertising placement and strategy.

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Recombee logo

AI-powered real-time content and product recommendations

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Recombee is a high-tech recommender system as a service providing content and product personalization. Powered by AI and deep machine learning, our recommendations are generated in real-time, ensuring the most accurate content for all clients’ site visitors.

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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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Neuton AutoML logo

Machine Learning cloud platform. Zero coding

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Neuton AutoML is a machine learning platform that helps businesses solve regression, multinomial, and time series classification problems. Team members can conduct exploratory data analysis, identify effects of changing individual variables, detect impactful features, and predict model lifecycle.

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IBM SPSS Modeler logo

Drag-and-drop data science tool.

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IBM SPSS Modeler is a data analysis solution, which provides features such as geospatial analytics, multiple data source support, visual analytics, data discovery, automatic data preparation, and text analysis.

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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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Black Crow AI logo

Cloud-based artificial intelligence tool for eCommerce.

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Black Crow AI helps DTC brands scale profitability and acquire, recognize and retain customers across digital marketing channels.

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SAS Customer Intelligence 360 logo

SAS CI360 reinvents marketing via data-driven decisioning

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Machine learning is embedded into SAS Customer Intelligence 360 via the concept of guided analytics, which enables business users to leverage advanced ML features without writing code.

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Oracle Analytics Cloud logo

Become analytics-driven to improve business decisions

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Oracle Analytics is the cloud platform for the entire analytics process. It securely ingests, models, prepares, enriches, and visualizes data, with embedded ML & natural language tech to increase productivity. Available on-prem, cloud, or hybrid, it offers flexible cloud paths.

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Valohai logo

Private Deep Learning Platform

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Valohai is a private deep learning management platform that helps enterprises to automate their deep learning infrastructure. The platform enables data scientists to manage machine orchestration, pipelines, and version control automation, with data visualization & real-time monitoring.

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Comet logo

Machine learning platform

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Comet provides a self-hosted and cloud-based meta machine learning platform allowing data scientists and teams to track, compare, explain and optimize experiments and models.

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Fosfor Decision Cloud logo

AIOps platform to build and design machine learning models

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Fosfor Refract is a AIOps platform that helps businesses leverage AI technology to create and design machine learning (ML) models. The platform provides a suite of tools and services to help businesses create and deploy ML models faster. Fosfor Refract’s AI-powered solution enables organizations to automatically discover, monitor and orchestrate their IT infrastructure.

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Datalore logo

Collaborative data analytics platform for teams.

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A collaborative data analytics platform that empowers teams to analyze data and share compelling data stories with stakeholders.

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V7 Darwin logo

Power Your AI Workflows with V7 Labs

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V7 Labs is the AI data engine that helps you label data 10x faster. It offers an API to power your AI products and enables seamless workflows between AI and human annotation. Achieve 99% AI accuracy, fix data errors, and supercharge your labeling tasks with V7 Labs.

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CrossEngage logo

Customer Data and Prediction | Maximize Your Customer Values

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CrossEngage offers an AutoML platform to easily and accurately identify, prioritize, and activate the most valuable customer audiences and optimize marketing decisions.

Using predefined algorithms, you can easily create and scale predictive models for CLV, churn, second-order, and more.

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DataRobot logo

Automated enterprise AI and machine learning platform

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DataRobot is an automated machine learning platform enabling businesses to build and deploy machine learning models and create advanced AI applications with AI and ML experts. The platform captures best practices and safeguards to accelerate and scale new and existing data science capabilities.

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RapidCanvas logo

Real AI transformation, accelerated.

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Trusted partner for enterprise AI from concept to execution at scale. Human-led, agent-executed.

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Clarifai logo

AI-based data analysis and visual recognition solution

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Clarifai is an AI-based solution, which helps businesses manage processes related to data organization, analysis, and visual recognition using machine learning technology. The customizable AI models let users detect explicit content as well as predict various attributes across web pages.

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Pachyderm logo

The Leader in Data Versioning and Pipelines for MLOps

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Pachyderm is the leader in data versioning and pipelines for MLOps. We help data science teams operationalize the data tasks in their ML lifecycle to iterate on data more quickly & reliably. Pachyderm’s data foundation allows data science teams to automate & scale their machine learning lifecycle.

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GiniMachine logo

Predictive analytics software with risk scoring models

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GiniMachine is a credit scoring software designed to assist businesses in decision-making by leveraging artificial intelligence and machine learning technologies. Free trial available.

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