Hopsworks vs. NaturalText Comparison


Hopsworks Logical Clocks	NaturalText	+	+
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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 NaturalText A.I. helps you get more out of your data. Discover relationships, create collections, and unveil hidden insights in documents and other text-based data. NaturalText A.I. uses novel artificial intelligence technology to uncover hidden relationships in data. The software uses various state-of-the-art methods to understand context, analyze patterns, and reveal insights—all in a human-readable way. Reveal insights hidden in your data. Finding everything hidden in your text data is a difficult, if not impossible, task. With traditional search, you can only locate information related to a document. NaturalText A.I., on the other hand, uncovers new information within millions of documents, including scientific papers and patents. Use NaturalText A.I. to reveal insights in the data you are currently missing.
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 Supported Mac Supported Linux Supported Cloud Not 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 Companies searching for a solution to manage and improve their operations
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support 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 $5000.00 For SMB starting price is $5000 for basic version. Full featured version available for higher price. Academic and Startup discounts available. Enterprises contact for price quote. Free Version Supported Free Trial 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 Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Logical Clocks Founded: 2016 Sweden www.logicalclocks.com/hopsworks	Company Information NaturalText Founded: 2015 India naturaltext.com
Alternatives DATAGYM eForce21	Alternatives Textflo Distributed Computing Systems
Tecton	OpenText Unstructured Data Analytics OpenText
Teradata VantageCloud Teradata	Google Cloud Natural Language API Google
Saturn Cloud	Semantria Lexalytics
Deepnote View All	Amazon Comprehend Amazon View All
Categories Artificial Intelligence Supported Big Data Supported Data Analysis Supported Data Management Supported Machine Learning Supported	Categories AI Data Analytics Supported AI Tools Supported Big Data Supported Data Analysis Supported Data Discovery Supported Data Enrichment Supported Data Extraction Supported Data Mining Supported Deep Learning Supported Machine Learning Supported Natural Language Generation Supported Natural Language Processing Supported Text Mining 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 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 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 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 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	Big Data Features Collaboration Not Supported Data Blends Not Supported Data Cleansing Not Supported Data Mining Supported Data Visualization Supported Data Warehousing Not Supported High Volume Processing Supported No-Code Sandbox Supported Predictive Analytics Supported Templates Not Supported Data Analysis Features Data Discovery Supported Data Visualization Not Supported High Volume Processing Supported Predictive Analytics Not Supported Regression Analysis Not Supported Sentiment Analysis Not Supported Statistical Modeling Not Supported Text Analytics Supported Machine Learning Features Deep Learning Supported ML Algorithm Library Not Supported Model Training Not Supported Natural Language Processing (NLP) Supported Predictive Modeling Not Supported Statistical / Mathematical Tools Not Supported Templates Not Supported Visualization Not Supported Show More Features Data Discovery Features Contextual Search Supported Data Classification Supported Data Matching Supported False Positives Reduction Supported Self Service Data Preparation Not Supported Sensitive Data Identification Supported Visual Analytics Not Supported Data Extraction Features Disparate Data Collection Not Supported Document Extraction Supported Email Address Extraction Not Supported Image Extraction Not Supported IP Address Extraction Not Supported Phone Number Extraction Not Supported Pricing Extraction Not Supported Web Data Extraction Not Supported Data Mining Features Data Extraction Supported Data Visualization Not Supported Fraud Detection Not Supported Linked Data Management Supported Machine Learning Supported Predictive Modeling Not Supported Semantic Search Supported Statistical Analysis Not Supported Text Mining Supported Deep Learning Features Convolutional Neural Networks Not Supported Document Classification Supported Image Segmentation Not Supported ML Algorithm Library Supported Model Training Not Supported Neural Network Modeling Not Supported Self-Learning Supported Visualization Not Supported Natural Language Generation Features Business Intelligence Supported Chatbot Not Supported CRM Data Analysis and Reports Not Supported Email Marketing Not Supported Financial Reporting Not Supported Multiple Language Support Supported SEO Not Supported Web Content Not Supported Natural Language Processing Features Co-Reference Resolution Not Supported In-Database Text Analytics Supported Named Entity Recognition Supported Natural Language Generation (NLG) Not Supported Open Source Integrations Not Supported Parsing Not Supported Part-of-Speech Tagging Not Supported Sentence Segmentation Not Supported Stemming/Lemmatization Not Supported Tokenization Not Supported Text Mining Features Boolean Queries Not Supported Document Filtering Supported Graphical Data Presentation Not Supported Language Detection Not Supported Predictive Modeling Not Supported Sentiment Analysis Not Supported Summarization Not Supported Tagging Not Supported Taxonomy Classification Supported Text Analysis Supported Topic Clustering Supported
Integrations Amazon EC2 Supported Amazon Web Services (AWS) Supported IBM watsonx.data Supported Onehouse Supported View All 4 Integrations	Integrations Amazon EC2 Not Supported Amazon Web Services (AWS) Not Supported IBM watsonx.data Not Supported Onehouse Not Supported
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