Hopsworks vs. OctoData Comparison


Hopsworks Logical Clocks	OctoData SoyHuCe	+	+
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About 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. Hopsworks can ingest data from the datasources you use. Whether they are in the cloud, on‑premise, IoT networks, or from your Industry 4.0-solution. Deploy on‑premises on your own hardware or at your preferred cloud provider. Hopsworks will provide the same user experience in the cloud or in the most secure of air‑gapped deployments. Learn how to set up customized alerts in Hopsworks for different events that are triggered as part of the ingestion pipeline.	About OctoData is deployed at a lower cost, in Cloud hosting and includes personalized support from the definition of your needs to the use of the solution. OctoData is based on innovative open-source technologies and knows how to adapt to open up to future possibilities. Its Supervisor offers a management interface that allows you to quickly capture, store and exploit a growing quantity and variety of data. With OctoData, prototype and industrialize your massive data recovery solutions in the same environment, including in real time. Thanks to the exploitation of your data, obtain precise reports, explore new possibilities, increase your productivity and gain in profitability.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Data science teams seeking a solution to transform data into features	Audience Organizations looking for a powerful Big Data solution
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $1 per month Free Version Supported Free Trial Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Logical Clocks Founded: 2016 Sweden www.logicalclocks.com/hopsworks	Company Information SoyHuCe Founded: 2013 France octodata.io
Alternatives DATAGYM eForce21	Alternatives OCTO
Tecton	OctoTools JBM Systems
Teradata VantageCloud Teradata	OCTO TCG Process
Deepnote	OctoFi
BIRD Analytics Lightning Insights View All	OctoWatch DLP KOLIBRI LLC View All
Categories Artificial Intelligence Supported Big Data Supported Data Analysis Supported Data Management Supported Machine Learning Supported	Categories Big Data Supported
Big Data Features Collaboration Supported Data Blends Not Supported Data Cleansing Supported Data Mining Supported Data Visualization Supported Data Warehousing Supported High Volume Processing Supported No-Code Sandbox Not Supported Predictive Analytics Not Supported Templates Supported Show More Features Artificial Intelligence Features Chatbot Not Supported For eCommerce Supported For Healthcare Supported For Sales Not Supported Image Recognition Not Supported Machine Learning Not Supported Multi-Language Not Supported Natural Language Processing Not Supported Predictive Analytics Supported Process/Workflow Automation Supported Rules-Based Automation Not Supported Virtual Personal Assistant (VPA) Not Supported Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Supported Predictive Analytics Not Supported Regression Analysis Supported Sentiment Analysis Not Supported Statistical Modeling Not Supported Text Analytics Not Supported Data Management Features Customer Data Supported Data Analysis Supported Data Capture Not Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Not Supported Master Data Management Supported Match & Merge Not Supported Machine Learning Features Deep Learning Supported ML Algorithm Library Supported Model Training Supported Natural Language Processing (NLP) Supported Predictive Modeling Supported Statistical / Mathematical Tools Supported Templates Supported Visualization Supported
Integrations Amazon Web Services (AWS) Supported Amazon EC2 Supported Apache Cassandra Not Supported Apache Kafka Not Supported Apache Spark Not Supported Apache Zeppelin Not Supported ClouDNS Not Supported Elasticsearch Not Supported Google Cloud Platform Not Supported IBM watsonx.data Supported Kibana Not Supported Kubernetes Not Supported Logstash Not Supported Microsoft Azure Not Supported MongoDB Not Supported Onehouse Supported Show More Integrations View All 4 Integrations	Integrations Amazon Web Services (AWS) Supported Amazon EC2 Not Supported Apache Cassandra Supported Apache Kafka Supported Apache Spark Supported Apache Zeppelin Supported ClouDNS Supported Elasticsearch Supported Google Cloud Platform Supported IBM watsonx.data Not Supported Kibana Supported Kubernetes Supported Logstash Supported Microsoft Azure Supported MongoDB Supported Onehouse Not Supported Show More Integrations View All 13 Integrations
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