---
description: Discover and compare Free Machine Learning Software Applications & Tools. Capterra is a free interactive tool that lets you quickly narrow down your software selection, contact multiple vendors, and compare platforms for your business.
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title: Free Machine Learning Software - Capterra South Africa 2026
---

Breadcrumb: [Home](/) > [Free Machine Learning Software](https://www.capterra.co.za/directory/31103/machine-learning/software)

# Machine Learning Software

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> Machine Learning software can extract insights from data and create logical models based on these insights. These models can be subsequently applied by software to future process automation.

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## Products

1. [Google Cloud](https://www.capterra.co.za/software/170983/google-cloud-platform) — 4.7/5 (2262 reviews) — Cloud-based service that allows users to create anything from swebsites to complex applications for businesses of all sizes.
2. [MySQL](https://www.capterra.co.za/software/11482/mysql) — 4.6/5 (2094 reviews) — Meet the database challenges of next gen web, cloud, \& communications services with uncompromising scalability, uptime and scalability
3. [UiPath](https://www.capterra.co.za/software/135186/uipath-robotic-process-automation) — 4.6/5 (721 reviews) — UiPath caters to companies from all industries wanting to easily automate their web, SAP and Citrix-based business processes.
4. [Cloudflare](https://www.capterra.co.za/software/155191/cloudflare) — 4.7/5 (515 reviews) — Cloudflare is a web performance and security company on a mission to build a better Internet.
5. [ArcGIS](https://www.capterra.co.za/software/93333/arcgis) — 4.6/5 (503 reviews) — Web, on-prem and mobile solutions to help businesses with mapping, data management, predictive modeling, geocoding and more.
6. [XLSTAT](https://www.capterra.co.za/software/119448/xlstat) — 4.7/5 (398 reviews) — The leading data analysis and statistical solution for Microsoft EXCEL®. Analyze, customize and share your results.
7. [HeyGen](https://www.capterra.co.za/software/1059360/heygen) — 4.7/5 (309 reviews) — HeyGen is a cloud-based video creation tool that allows you to easily create professional-quality videos.
8. [Mixpanel](https://www.capterra.co.za/software/158740/mixpanel) — 4.5/5 (145 reviews) — Mixpanel is the decision analytics platform that helps teams move fast, align confidently, and act on what matters most.
9. [Anaconda](https://www.capterra.co.za/software/191760/anaconda) — 4.6/5 (86 reviews) — Anaconda enables businesses to securely harness the power of the open-source data science and AI community.
10. [Admin By Request](https://www.capterra.co.za/software/1049624/admin-by-request) — 4.9/5 (68 reviews) — Endpoint privilege management with just-in-time admin elevation, full auditing, and secure remote access for Windows, macOS, and Linux.
11. [AeroMegh](https://www.capterra.co.za/software/1039546/aeromegh) — 4.7/5 (61 reviews) — AeroMegh is a Stop Solution to transform drone data into actionable insights.
12. [Clickworker](https://www.capterra.co.za/software/175432/clickworker) — 4.3/5 (58 reviews) — clickworker creates AI training data using a 5M strong global crowd and collection, categorization, tagging and annotation services
13. [Heap](https://www.capterra.co.za/software/147216/heap) — 4.5/5 (42 reviews) — Heap is the only solution that shows you every action by every user on your product or site, then gives insight on what to fix and how.
14. [Google Cloud BigQuery](https://www.capterra.co.za/software/1030695/google-cloud-bigquery) — 4.6/5 (35 reviews) — BigQuery is a serverless, multicloud data warehouse designed to help you turn big data into valuable business.
15. [Azure Machine Learning](https://www.capterra.co.za/software/170400/azure-machine-learning-studio) — 4.5/5 (30 reviews) — Azure Machine Learning is a cloud-based platform for building, training, and deploying machine learning models.
16. [KNIME Analytics Platform](https://www.capterra.co.za/software/158739/knime-analytics-platform) — 4.6/5 (25 reviews) — Complete platform for end-to-end data science, from creating analytical models to deploying them and sharing insights.
17. [Rayven](https://www.capterra.co.za/software/173908/rayven-industrial-business-intelligence) — 5.0/5 (24 reviews) — Operational systems for industry. Rayven turns messy, siloed data into automation and made-to-fit operational applications.
18. [United Language Group Octave](https://www.capterra.co.za/software/217819/unitedlanguagegroupoctave) — 4.6/5 (24 reviews) — OctaveMT is a secure machine translation platform for users challenged with speed and volume needs in HR, legal, financial, and IT.
19. [Altair AI Studio](https://www.capterra.co.za/software/148220/Altair-AI-Studio) — 4.4/5 (23 reviews) — Leading end-to-end data science platform that fully automates \& augments the data prep, model creation, model operations processes.
20. [Labellerr](https://www.capterra.co.za/software/201456/labellerr) — 4.6/5 (17 reviews) — A saas end to end ML assisted data annotation solution for building AI/ML models 10x Faster with managed workforce
21. [Oracle Cloud Infrastructure (OCI)](https://www.capterra.co.za/software/203476/oracle-cloud-infrastructure) — 4.6/5 (17 reviews) — A complete cloud infrastructure platform, OCI has all the services you need to migrate, build, and run all your IT
22. [Dataiku](https://www.capterra.co.za/software/142192/data-science-studio-dss) — 4.6/5 (13 reviews) — Dataiku connects people, technologies and processes to pave a fast, stable and sustainable path to enterprise AI.
23. [Recombee](https://www.capterra.co.za/software/163489/recombee) — 4.7/5 (13 reviews) — A recommendation engine providing real-time personalization and recommendations, suitable for online platforms and growing businesses.
24. [Comet](https://www.capterra.co.za/software/1029200/comet) — 4.3/5 (12 reviews) — Machine learning platform that enables data scientists \& teams to track, compare, explain \& optimize their experiments.
25. [indico](https://www.capterra.co.za/software/166959/indico) — 4.6/5 (11 reviews) — Indico Data is the leading provider of Intelligent Intake solutions.

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## Related Categories

- [Artificial Intelligence (AI) Software](https://www.capterra.co.za/directory/30938/artificial-intelligence/software)
- [Big Data Software](https://www.capterra.co.za/directory/30851/big-data/software)
- [Data Management Software](https://www.capterra.co.za/directory/31003/data-management/software)
- [Predictive Analytics Software](https://www.capterra.co.za/directory/30945/predictive-analytics/software)
- [Business Intelligence Tools](https://www.capterra.co.za/directory/23/business-intelligence/software)

## Links

- [View on Capterra](https://www.capterra.co.za/directory/31103/machine-learning/software)
- [All Categories](https://www.capterra.co.za/directory)

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