---
description: Discover and compare Free Big Data 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.
image: https://gdm-localsites-assets-gfprod.imgix.net/images/capterra/og_logo-e5a8c001ed0bd1bb922639230fcea71a.png?auto=format%2Cenhance%2Ccompress
title: Free Big Data Software - Capterra South Africa 2026
---

Breadcrumb: [Home](/) > [Free Big Data Software](https://www.capterra.co.za/directory/30851/big-data/software) > [Page 2](https://www.capterra.co.za/directory/30851/big-data/software?page=2)

# Big Data Software

Canonical: https://www.capterra.co.za/directory/30851/big-data/software

Page: 2 / 4\
Prev: [Previous page](https://www.capterra.co.za/directory/30851/big-data/pricing/free/software)\
Next: [Next page](https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=3)

> Big Data software helps businesses and organizations analyze huge amounts of disparate data to uncover business intelligence, insights, and analytics.

-----

## Products

1. [Databricks](https://www.capterra.co.za/software/148499/databricks) — 4.5/5 (23 reviews) — Cloud-based analytics platform for data science teams that facilitates big data processing and visualization.
2. [Gathr](https://www.capterra.co.za/software/1022917/gathr) — 4.8/5 (22 reviews) — Gathr.ai helps enterprises rapidly deliver production-ready data and AI products, with ease, scale and confidence.
3. [import.io](https://www.capterra.co.za/software/135185/import-io) — 3.7/5 (17 reviews) — Import.io is a global leader in web data extraction and integration, trusted by enterprises.
4. [Knowage](https://www.capterra.co.za/software/209297/big-data) — 4.0/5 (16 reviews) — KNOWAGE is the open source analytics and business intelligence suite.
5. [Harper](https://www.capterra.co.za/software/197580/harperdb) — 4.3/5 (15 reviews) — Harper fuses database, cache, messaging, and application functions into one process for unmatched speed, simplicity, and resilience.
6. [PromptCloud](https://www.capterra.co.za/software/153968/promptcloud) — 4.2/5 (14 reviews) — Our quick turnover turnover time in web scraping makes us a reliable data partner for enterprises worldwide.
7. [SCALUE](https://www.capterra.co.za/software/210767/scalue) — 4.7/5 (14 reviews) — SCALUE offers a SaaS platform for procurement analytics. Transparency across the entire purchasing volume is created.
8. [Crashlytics](https://www.capterra.co.za/software/213147/crashlytics) — 4.9/5 (14 reviews) — Application performance management solution that helps businesses automatically identify crashes and fix troubleshooting issues.
9. [Blossom Sky](https://www.capterra.co.za/software/1023201/blossom-federated-ai-platform) — 4.7/5 (14 reviews) — Our Data AI Platform works between existing (and future) technologies and unites data silos into one AI Analytics platform.
10. [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.
11. [Authoritas](https://www.capterra.co.za/software/144374/analytics-seo) — 4.2/5 (13 reviews) — Authoritas is a data science-driven SEO and content marketing platform for Enterprises and E-commerce Businesses
12. [Couchbase Server](https://www.capterra.co.za/software/132494/couchbase-server) — 4.1/5 (12 reviews) — Couchbase is the operational data platform for AI that connects and mobilizes your data, so you can power peak experiences, harness the
13. [MachEye](https://www.capterra.co.za/software/215665/macheye) — 4.6/5 (11 reviews) — Data made consumable and actionable with a cloud analytics platform for search and decision intelligence.
14. [TimeXtender](https://www.capterra.co.za/software/1018257/timextender) — 4.6/5 (10 reviews) — By unifying each layer of the data stack, TimeXtender empowers you to build data solutions 10x faster, while reducing costs by 70-80%.
15. [DataHero](https://www.capterra.co.za/software/170664/datahero) — 4.0/5 (9 reviews) — Easy to use Cloud BI visualization and data dashboards for business owners. Get insights faster with DataHero.
16. [Confluent Platform](https://www.capterra.co.za/software/191177/confluent-platform) — 4.4/5 (8 reviews) — Confluent is an enterprise ready, fully managed Kafka service that helps you process streaming data in real-time.
17. [ZIPPYDOC](https://www.capterra.co.za/software/1038223/zippydoc) — 4.8/5 (8 reviews) — ZIPPYDOC is a business Integration and automation platform that can be used on the web or in Excel.
18. [Gigasheet](https://www.capterra.co.za/software/1038420/gigasheet) — 4.9/5 (7 reviews) — If you can use a spreadsheet, you can analyze big data from data warehouses and other cloud platforms. Gigasheet makes big data easy\!
19. [Worksheet Systems](https://www.capterra.co.za/software/147362/worksheet-systems) — 4.8/5 (5 reviews) — The easiest way to organize your data into centralized SQL databases solution, where you can control, customize, share and collaborate
20. [OpenText Analytics Database](https://www.capterra.co.za/software/77111/vertica-analytics-platform) — 4.8/5 (5 reviews) — Unified analytics warehouse delivers the highest performance at extreme scale, regardless of where data resides or deployment mode.
21. [Librato](https://www.capterra.co.za/software/147950/librato) — 4.5/5 (4 reviews) — Transform your monitoring data into valuable insight at any layer of the stack.
22. [CoolPlanet](https://www.capterra.co.za/software/152514/coolplanet) — 5.0/5 (4 reviews) — Manufacturers and commercial building operators use CoolPlanetOS to identify and maximize energy savings and carbon reductions globally
23. [Upsolver](https://www.capterra.co.za/software/173294/upsolver) — 5.0/5 (3 reviews) — The Data Lake Platform that empowers any developer to manage, integrate and structure streaming data for analysis at unprecedented ease
24. [Altova MapForce](https://www.capterra.co.za/software/173630/altova-mapforce) — 5.0/5 (3 reviews) — MapForce is an any-to-any data integration and ETL tool for graphically defining data mappings for all popular data formats.
25. [Hopsworks](https://www.capterra.co.za/software/199971/hopsworks) — 4.7/5 (3 reviews) — Hopsworks is an open-source Enterprise platform for the development and operation of Machine Learning (ML) pipelines at scale.

-----

Page: 2 / 4\
Prev: [Previous page](https://www.capterra.co.za/directory/30851/big-data/pricing/free/software)\
Next: [Next page](https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=3)

## Related Categories

- [Data Warehouse Software](https://www.capterra.co.za/directory/31116/data-warehouse/software)
- [Dashboard Software](https://www.capterra.co.za/directory/30839/dashboard/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/30851/big-data/software)
- [All Categories](https://www.capterra.co.za/directory)

-----

## Structured Data

<script type="application/ld+json">
  {"@context":"https://schema.org","@graph":[{"name":null,"address":{"@type":"PostalAddress","addressLocality":null,"addressRegion":null,"postalCode":null,"streetAddress":null},"description":"Capterra South Africa helps find the best business software. With software reviews, ratings, infographics and a comprehensive list of business software.","email":"info@capterra.co.za","url":"https://www.capterra.co.za/","logo":"https://dm-localsites-assets-prod.imgix.net/images/capterra/logo-a9b3b18653bd44e574e5108c22ab4d3c.svg","@type":"Organization","@id":"https://www.capterra.co.za/#organization","parentOrganization":"Gartner, Inc.","sameAs":["https://twitter.com/capterra","https://www.facebook.com/Capterra/","https://www.linkedin.com/company/capterra","https://www.instagram.com/capterra/","https://www.youtube.com/user/CapterraTV"]},{"name":null,"url":"https://www.capterra.co.za/","@type":"WebSite","@id":"https://www.capterra.co.za/#website","publisher":{"@id":"https://www.capterra.co.za/#organization"},"potentialAction":{"query":"required","target":"https://www.capterra.co.za/search/?q={search_term_string}","@type":"SearchAction","query-input":"required name=search_term_string"}},{"name":"Big Data Software","description":"Discover and compare Free Big Data 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.","url":"https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=2","about":{"@id":"https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=2#itemlist"},"breadcrumb":{"@id":"https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=2#breadcrumblist"},"@type":["WebPage","CollectionPage"],"@id":"https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=2#webpage","mainEntity":{"@id":"https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=2#itemlist"},"isPartOf":{"@id":"https://www.capterra.co.za/#website"},"inLanguage":"en-ZA","publisher":{"@id":"https://www.capterra.co.za/#organization"}},{"@type":"BreadcrumbList","itemListElement":[{"name":"Home","position":1,"item":"/","@type":"ListItem"},{"name":"Free Big Data Software","position":2,"item":"https://www.capterra.co.za/directory/30851/big-data/software","@type":"ListItem"},{"name":"Page 2","position":3,"item":"https://www.capterra.co.za/directory/30851/big-data/software?page=2","@type":"ListItem"}],"@id":"https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=2#breadcrumblist"}]}
</script><script type="application/ld+json">
  {"name":"Free Big Data Software - Capterra South Africa 2026","@context":"https://schema.org","@type":"ItemList","itemListElement":[{"name":"Databricks","position":1,"description":"Databricks is a data lakehouse architecture and artificial intelligence company. Databricks offers a unified platform for data analytics and AI with capabilities including data sharing, data governance, artificial intelligence, data management, data warehousing, data engineering, data streaming, and data science.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/903caf50-1384-497e-bfba-aa7561d21766.png","url":"https://www.capterra.co.za/software/148499/databricks","@type":"ListItem"},{"name":"Gathr","position":2,"description":"Gathr.ai powers AI with complete data context for higher quality intelligence. With day-zero, high-fidelity data discourse, users can get data-backed answers to the ‘why’, ‘what-if’, and ‘how do I’ questions that drive business KPIs forward. This intelligence is delivered natively on top of the organization’s existing data estate — including data warehouses, databases, federated SQL engines, and operational systems.\n\nLeading businesses across industries also rely on Gathr.ai to build high-performance data pipelines, bespoke Data+AI solutions, and action-driven analytics experiences.\n\nBuilt for builders, Gathr.ai delivers agility, performance, and control. It snaps into the existing stack — integrating upstream and downstream systems with no extra plumbing. It gives developers starter-kit speed and full extension freedom.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c0772345-f60e-474e-b37d-c0ed565ac7fe.jpeg","url":"https://www.capterra.co.za/software/1022917/gathr","@type":"ListItem"},{"name":"import.io","position":3,"description":"Import.io is a global leader in web data extraction and integration, trusted by enterprises to turn the web into a dependable source of structured, actionable intelligence. Whether you need a complete Data-as-a-Service solution or direct access through our high-performance APIs, Import.io delivers web data at any scale.\n\nOur platform is powerful, precise, and built for reliability, enabling organizations to automate data collection, accelerate analytics, and make faster, data-driven decisions with confidence.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/d58032e0-3797-4acb-8593-6b5daf63151d.png","url":"https://www.capterra.co.za/software/135185/import-io","@type":"ListItem"},{"name":"Knowage","position":4,"description":"KNOWAGE is the open source analytics and business intelligence suite that allows to combine traditional data and big/cloud data sources into valuable and meaningful information. KNOWAGE allows advanced analysis and customized views on data in complete autonomy. KNOWAGE is a solution that can be leveraged by different types of users: from decision-makers who need clear, precise and timely information, to data scientists who work for incremental cycles of hypothesis and verification.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/28f7fa3f-dc4f-4480-9951-cd42fd1e1a54.png","url":"https://www.capterra.co.za/software/209297/big-data","@type":"ListItem"},{"name":"Harper","position":5,"description":"Harper eliminates the complexity typically synonymous with distributed services by combining an ultra-fast document-style data store, in-memory cache, real-time message broker, and your application components into a single distributed technology. When clustered and geo-distributed, Harper nodes instantly synchronize data to deliver a horizontally scalable service fabric, ensuring low-latency in-region responses for clients worldwide. In addition to massive cost savings at scale, Harper’s REST, GraphQL, SQL, and real-time interfaces make light work of servicing frontend requirements. Install and manage on your hardware, or have us host your services with Harper Cloud.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/1b5d1be0-8fa2-485b-939e-eb96231cf735.png","url":"https://www.capterra.co.za/software/197580/harperdb","@type":"ListItem"},{"name":"PromptCloud","position":6,"description":"\"PromptCloud is a leading web scraping solution that helps businesses make insightful decisions and improve operational efficiency. Our quick turnover turnover time in web scraping makes us a reliable data partner for enterprises worldwide.\n\nClean data, quality service, managed infrastructure support, unrivaled domain expertise makes PromptCloud the most reliable data mining partner for businesses across the globe.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/5caf9afc-1c7d-484e-b1e5-cad5e9a071a0.png","url":"https://www.capterra.co.za/software/153968/promptcloud","@type":"ListItem"},{"name":"SCALUE","position":7,"description":"SCALUE offers a SaaS platform for procurement analytics. Transparency across the entire purchasing volume is created and monetary and process-related savings potential can be identified at the push of a button. Purchasing organizations get a field-proven solution for the automated analysis of their purchasing data. Typical challenges of purchasing, such as maverick buying and continuous monitoring of KPIs, are evaluated as well as the strategic weaknesses that are not immediately visible.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4e85803a-b7a2-458f-a166-204b916fdd4d.png","url":"https://www.capterra.co.za/software/210767/scalue","@type":"ListItem"},{"name":"Crashlytics","position":8,"description":"Application performance management solution that helps businesses automatically identify crashes and fix troubleshooting issues.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/811db63d-68e3-41f5-aae6-3506a0333602.png","url":"https://www.capterra.co.za/software/213147/crashlytics","@type":"ListItem"},{"name":"Blossom Sky","position":9,"description":"Our AI-Powered Data Platform works between existing (and future) data processing technologies.  \nBlossom Sky optimizes the workflow of data processing, AI training and data analytics. By breaking data silos, our federated analytics platform scales AI training and analytics over multi-cloud and hybrid cloud environments. We support common big data systems like Hadoop, Spark, or Flink as well as API-driven data platforms like Databricks or Starburst.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/2424a596-6945-46bf-af75-86a46f6df681.png","url":"https://www.capterra.co.za/software/1023201/blossom-federated-ai-platform","@type":"ListItem"},{"name":"Dataiku","position":10,"description":"From analytics at scale to enterprise AI, Dataiku connects people, technologies, and processes to remove roadblocks along the data journey. With a centralized, controlled environment thats a common ground for data experts and explorers alike, Dataiku provides a shortcut to deployment and model management for a data-powered company.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/95ad883d-a214-40a2-9695-e779dea3f617.png","url":"https://www.capterra.co.za/software/142192/data-science-studio-dss","@type":"ListItem"},{"name":"Authoritas","position":11,"description":"Authoritas and Linkdex have been building sophisticated SEO software tools and data for over a decade. In 2018, Authoritas acquired the Linkdex platform and has since integrated the very best of both enterprise class solutions to bring an unrivalled range of SEO capabilities to market. Use our platform to view competitor data, market share, keyword analysis and so much more. Our aim is to help clients grow organic traffic that converts. Get in touch to unlock the insights.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/3c7ed1cd-3c97-45f9-99a2-085c2aef5c85.png","url":"https://www.capterra.co.za/software/144374/analytics-seo","@type":"ListItem"},{"name":"Couchbase Server","position":12,"description":"Bring your data to life in new ways with Couchbase’s enterprise data partnership: launch game-changing customer experiences, explore the infinite possibilities of AI, scale your global operations, and move your data from the cloud to the edge, and beyond.\nCouchbase’s operational data platform for AI eliminates fragmented tech stacks, so teams can stay innovative and agile, with less risk and lower cost of ownership. With enterprise partnership and scalable, AI-ready technology, Couchbase turns your data into the foundation for your next breakthrough.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/114e4bac-4dca-4005-83a5-ffc2cb8c333e.png","url":"https://www.capterra.co.za/software/132494/couchbase-server","@type":"ListItem"},{"name":"MachEye","position":13,"description":"MachEye’s augmented analytics platform transforms the way organizations integrate their data, decisions, and operations. While current business intelligence platforms only answer “what” questions on data, MachEye helps users answer “what, why and how” scenarios for everyone at an organization. Decision makers at any level can now receive actionable insights and recommendations through a “Google like” search experience and “YouTube like” audio-visual experience.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/d11113be-fc7f-4775-8d53-eb005316a9e0.png","url":"https://www.capterra.co.za/software/215665/macheye","@type":"ListItem"},{"name":"TimeXtender","position":14,"description":"TimeXtender is a holistic, metadata-driven solution for data integration. TimeXtender provides all the features you need to build a future-proof data environment capable of ingesting, transforming, modeling, and delivering clean,reliable data in the fastest, most efficient way possible.\n\nBy unifying each layer of the data stack, TimeXtender empowers you to build data solutions 10x faster, while reducing your costs by 70-80%.\n\nWe do this for one simple reason: because time matters.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/2e6a1d43-7e80-4088-94ac-ebff301ea7dd.jpeg","url":"https://www.capterra.co.za/software/1018257/timextender","@type":"ListItem"},{"name":"DataHero","position":15,"description":"DataHero allows business owners to seamlessly connect their cloud services and start uncovering data-driven insights immediately. This is data visualization and data dashboarding focused on real business needs, with intuitive design and powerful features to enable business stakeholders to uncover insights within their data and communicate them to their teams.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/0a808109-3d5c-4041-a7d4-4361a7db8da9.png","url":"https://www.capterra.co.za/software/170664/datahero","@type":"ListItem"},{"name":"Confluent Platform","position":16,"description":"Confluent is a powerful event stream processing platform that's fully scalable, reliable, and secure. Built by the creators of Apache Kafka, we help companies build real-time data pipelines and integrate data streams from all sources into a single, central event processing system. Unify and empower real-time data across cloud, on-prem, multi-cloud, and serverless. Free trial, free plan, and 24/7 support.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/b06ec070-9b1b-4d93-ba8c-6ab95ba205d3.png","url":"https://www.capterra.co.za/software/191177/confluent-platform","@type":"ListItem"},{"name":"ZIPPYDOC","position":17,"description":"ZIPPYDOC Business Integration & Automation Platform is a cloud application that allows its business and personal users to automate and share data.\nOur vision is to foster a community that shares data handling and analytics solutions on an open platform. This way, all members can leverage their existing knowledge and tools to solve their use cases. We want to provide a plug & play environment for automating data flows, interacting with data and analyzing data.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/94d28cb9-62c9-4558-9114-a9d48d68c661.jpeg","url":"https://www.capterra.co.za/software/1038223/zippydoc","@type":"ListItem"},{"name":"Gigasheet","position":18,"description":"Gigasheet is a powerful, not-code platform that combines the power of databases with the scale of the cloud. Their spreadsheet-like interface helps businesses gain big data insights without coding or databases. Gigasheet seamlessly integrates with various data sources, including data warehouses, cloud storage, and popular CRMs, making it easy to combine and analyze big data in one place. Gigasheet is the ideal solution for business intelligence and data-driven decision-making without the need for complex SQL queries.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/99d96fd2-4208-4172-9aec-545f8688b82a.png","url":"https://www.capterra.co.za/software/1038420/gigasheet","@type":"ListItem"},{"name":"Worksheet Systems","position":19,"description":"Build online databases with ease, control, and confidence. Leverage the power of SQL in the cloud or on-premises with an Excel-like user interface. Define data tables, use query builders or SQL, build interactive dashboards. \nAnybody can build online database or custom business application, that includes anything from a simple customer/employees directories, inventories, product catalogs to more complex business processes, which outgrown clunky and error-prone spreadsheets.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4579fc7a-61df-42a0-b710-0b1a6ac20429.png","url":"https://www.capterra.co.za/software/147362/worksheet-systems","@type":"ListItem"},{"name":"OpenText Analytics Database","position":20,"description":"Trusted by AT&T, Cerner, Uber, The Trade Desk, and many others, Vertica is the unified analytics warehouse that helps you to capitalize on three major opportunities by unifying HDFS data and object storage data lakes to capitalize on investments and maximize business value; all deployment options to prevent vendor lock-in; and data scientists and business analysts so that they can use their preferred tools while operationalizing Machine Learning at scale for real-time predictive analytics.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/e6687290-6721-4678-bca1-0c896f655a9c.jpeg","url":"https://www.capterra.co.za/software/77111/vertica-analytics-platform","@type":"ListItem"},{"name":"Librato","position":21,"description":"Transform your monitoring data into valuable insight at any layer of the stack.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/64e0e06f-82c2-42d2-9a5e-ab8d3de158c8.png","url":"https://www.capterra.co.za/software/147950/librato","@type":"ListItem"},{"name":"CoolPlanet","position":22,"description":"CoolPlanetOS is cutting-edge decarbonization and energy management software built for large, energy-intensive manufacturers and commercial building operators. The powerful platform provides real-time monitoring and analysis of energy consumption and carbon emissions across multiple sites and thousands of meter points worldwide. Leveraging AI-driven insights and real-time data, CoolPlanetOS provides a centralized view of energy consumption, carbon emissions, and operational performance across multiple sites. With automated reporting, compliance tracking, and seamless integration with existing enterprise systems, it helps multinational businesses make smarter, data-backed decisions. Whether optimizing energy use, identifying cost-saving opportunities, accelerating decarbonization initiatives, or ensuring regulatory compliance, CoolPlanetOS empowers organizations to take control of their energy strategy and drive meaningful, measurable impact.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/2b328092-e8c0-48ef-af67-5b90de7ca1ee.png","url":"https://www.capterra.co.za/software/152514/coolplanet","@type":"ListItem"},{"name":"Upsolver","position":23,"description":"Simplify your Big Data infrastructure with Upsolver, the Data Lake Platform that empowers any developer to manage, integrate and structure streaming data for analysis at unprecedented ease -- Instantly set up a Data Lake, data pipelines and ETL flows -- Go from raw streams to structured tables in minutes using a self-service GUI and SQL -- Store data in a managed and governed data lake in the Cloud (S3, Azure, Google) or on-premises (HDFS) -- Get immediate value from Big Data projects.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/d4fcaf03-92ee-4a55-91b3-4bcc27ba1eb6.png","url":"https://www.capterra.co.za/software/173294/upsolver","@type":"ListItem"},{"name":"Altova MapForce","position":24,"description":"Altova MapForce is an any-to-any data mapping and ETL tool for graphically defining and executing  mappings for all popular data formats. \n\nMapForce supports mapping and transformation between any combination of XML, JSON, PDF, relational database, EDI, text, Excel, XBRL, Google Protobuf, Shopify, and Web services data. \n\nMapForce is a highly affordable solution with flexible automation options.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/cc8ec704-f68c-4451-b81e-371ef0606066.png","url":"https://www.capterra.co.za/software/173630/altova-mapforce","@type":"ListItem"},{"name":"Hopsworks","position":25,"description":"Hopsworks is an open-source Enterprise platform for the development and operation of Machine Learning (ML) pipelines at scale, based around the industry's first Feature Store for ML. You can easily progress from data exploration and model development in Python using Jupyter notebooks and conda to running production quality end-to-end ML pipelines, without having to learn how to manage a Kubernetes cluster.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/b3f51f7a-46f0-4a22-9f98-e6bb8c520dc3.png","url":"https://www.capterra.co.za/software/199971/hopsworks","@type":"ListItem"}],"@id":"https://www.capterra.co.za/directory/30851/big-data/pricing/free/software?page=2#itemlist","numberOfItems":25}
</script>