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Machine Learning Software with Model Training (2026) - Page 3

Last updated: April 2026

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101 software options

Google Cloud AutoML logo

Automated Machine Learning

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Google Cloud AutoML helps users easily build high-quality custom models with limited machine learning expertise needed.

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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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Amazon SageMaker logo

Build, Train, and Deploy ML Models across AWS infrastructure

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Amazon SageMaker is an AWS solution that allows data scientists and developers to prepare, train, build and deploy high-quality machine learning (ML).

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Qubole Data Service logo

Big-data-as-a-service provider

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Qubole provides a managed Big Data service that makes it simple to prepare, integrate and explore Big Data in the cloud. It is trusted by the largest brands in social media, online advertising, gaming and other data-intensive companies such as Pinterest, Quora, MediaMath and TubeMogul.

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Interact logo

Helps data centres cut energy use and emissions.

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Interact helps data centres increase energy efficiency and reduce the environmental impact of their servers. Interact provides award-winning machine-learning analytics software and qualified environmental professional consultancy services focused on sustainability reporting, framework management, and reducing IT energy and carbon usage by 60-75% on average for customers. Interact also offers IEMA accredited training on sustainability and net zero journeys.

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Zerve logo

Platform for managing data science and AI/ML development

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Zerve is the agentic data workspace designed for anyone who works with data, from solo analysts, data scientists, business users and teams alike. Zerve brings together exploration, advanced analysis, collaboration, and production deployment into a single AI-native environment.

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SuperAnnotate logo

Supercharge Your AI with SuperAnnotate

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SuperAnnotate's image annotation tool is designed to accelerate annotation processes. Supporting various image formats, it caters to all industries and use cases. From object detection to pose estimation, segmentation, and classification, SuperAnnotate empowers users to annotate images efficiently and accurately.

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Domino Enterprise MLOps Platform logo

Empower efficient, responsible AI data science.

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Domino Enterprise AI Platform is an AI platform that centralizes data science and AI work for collaboratively building, deploying, and managing ML models more efficiently and responsibly. It provides an open and extensible ecosystem of tools and infrastructure to support existing stacks while being future-proof.

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dAIve logo

Find the best parameters in minutes – no coding

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Find the best parameter combination in minutes – without coding. Upload your data (Excel, simulation or test data), define your goal, and get instant results. Reduce simulation effort, understand variable relationships, and make better decisions faster.

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Qloo logo

Cloud-based AI personalization tool for consumer preferences

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Qloo is a cloud-based AI platform that helps businesses predict and personalize customer preferences and maintain data privacy.

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Darwin logo

Accelereate Data Science. Solve Problems at Scale.

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Darwin is an automated model building platform for data scientists, business analysts, and executives that utilizes machine learning and artificial intelligence to prepare data, create scenario prototypes, automatically build custom models, and deploy and maintain models, all from one place

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Seebo logo

Predict and prevent losses in production yield and quality.

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Seebo is a pioneer in process-based Industrial AI, with solutions to predict and prevent process inefficiencies that damage production yield and quality.

Customers use Seebo solutions to know exactly when and why these process inefficiencies will happen. And how to prevent them from happening.

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Anaimo AI SDK logo

Turn challenges into benefits

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Anaimo AI SDK is a complete software development kit to create and deploy applications using artificial neural networks.

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Vertex AI logo

Machine Learning Platform

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Vertex AI is an open cloud platform that helps businesses solve their toughest challenges with intelligent applications. It gives companies access to a fully managed infrastructure, so they can focus on building their own digital products.

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Aware logo

Enterprise Collaboration Security, Compliance, and Insights

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Aware is a data governance, data loss prevention, and intelligence application for businesses in all industry sectors. Key features include policy creation, metadata extractions, data captures & transfers, OCR, integrations, reporting & collaboration tools, search & filters, archiving, and more.

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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.

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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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NICE Robotic Automation logo

Cloud-based robotic process automation solution

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NICE Robotic Automation is a cloud-based suite designed to help businesses streamline and automate tasks, from process development to deployment. It comes with an automation finder module, which lets users utilize cognitive technologies to identify processes with ROI opportunities.

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Farrago logo

AI & machine learning predictive analytics & intelligence

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Farrago artificial intelligence (AI) uses machine learning and teams of virtual data scientists, engineers, and computer scientists to filter, sort, and analyze new and existing data sets to generate predictive analytics and intelligence for decision making

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Accern logo

No-Code NLP

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The Accern NoCodeNLP Platform empowers citizen data scientists to extract insights from unstructured data.

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cnvrg.io logo

AI operating system to manage machine learning lifecycles

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cnvrg.io is a data science platform, which helps businesses across industries including finance, healthcare, media, IT, aerospace, and automobile build, automate, and manage the entire machine learning (ML) lifecycle, from research to deployment

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Pecan logo

AI for Business

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Pecan is an automated predictive analytics platform that simplifies and speeds the process of building and deploying predictive models in various customer-related use cases, such as LTV, churn, NBO and segmentation.

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Kili logo

Training data platform for enterprise AI

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Kili is a training data platform designed to help businesses in banking, manufacturing, and healthcare industries streamline the entire training process for artificial intelligence (AI) and machine learning models, from connecting with raw data sources to preparing models, processing information, and training. The platform enables organizations to handle multiple machine learning projects and process videos, images, text, and other types of data.

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Mona logo

Intelligent monitoring for AI

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Mona is the leading monitoring solution that helps businesses avoid any associated risks with business KPIs, provides confidence in model performance, & saves precious work hours for your data teams. Mona was recognized by Gartner in the 2021 Cool Vendors in Enterprise AI Operationalization Report.

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UBIAI logo

Label data fast & efficiently

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UBIAI is a text annotation tool that help businesses label training data and fine-tune machine learning models. With UBIAI's OCR feature, you can automate document processing for documents like Invoices, Bill of ladings, Mortgages and more.

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