Hopsworks vs. TIMi Comparison


Hopsworks Logical Clocks	TIMi	+	+
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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 The most efficient, sovereign & unified "on-premise" data platform available today. Think about the Azure data platform, but on steroids and 100% Sovereign. TIMi is an ethical solution: Zero Lock-In: We gain your trust through exceptional performance and service, not artificial vendor lock-in Fair price & No hidden fees & No price hikes TIMi is a leader in these fields: Data Preparation/ETL/BPA/BPM/ESB - automate the most complex tasks without code - Connect to everything: Sharepoint, SAP, Salesforce, Facebook, GAds, etc. BigData - 1 TIMi-server is faster than 267 Spark-servers - Process any volumetry at negligible infrastructure cost. Process billions of rows in a matter of seconds on a standard 2K€ server. - manage peta-byte Data Lakes AI/ML: We invented the 1st Auto-ML tool in 2007 TIMi is a horizontal solution used in any industry: Manufacturing, Telecoms, Banks, Supermarket chains, Defense, Gov. Also available in EU-hosted sovereign cloud.
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 Not Supported Linux Supported Cloud Supported On-Premises 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 Data Scientists, Data Engineers, Business Analysts, IT departments that need to automate data flows
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 499 €/Month 499 €/Month/user (or 5000€/year/user) for a cloud solution that is fully managed for you. 5970 €/year for a self-hosted solution. You get Unlimited users, storage, cores. VM not supported. Server edition: VM is suported: Contact us. All our solutions are 100% sovereign. 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 Read all reviews

Training Documentation Supported Webinars Supported Live Online Supported In Person Supported		Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Logical Clocks Founded: 2016 Sweden www.logicalclocks.com/hopsworks		Company Information TIMi Founded: 2007 Belgium timi.eu/timi/
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Categories Artificial Intelligence Supported Big Data Supported Data Analysis Supported Data Management Supported Machine Learning Supported		Categories Big Data Supported Business Intelligence Supported Dashboard Supported Data Analysis Supported Data Cleansing Supported Data Discovery Supported Data Management Supported Data Mining Supported Data Preparation Supported Data Visualization Supported Database Supported ETL Supported Financial Risk Management Supported Machine Learning Supported Marketing Analytics Supported NoSQL Database Supported Predictive Analytics Supported Preventive Maintenance Supported Reporting Supported Robotic Process Automation (RPA) Supported Sales Forecasting Supported Statistical Analysis 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 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 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		Big Data Features Collaboration Supported Data Blends Supported Data Cleansing Supported Data Mining Supported Data Visualization Supported Data Warehousing Supported High Volume Processing Supported No-Code Sandbox Supported Predictive Analytics Supported Templates Supported Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Supported Predictive Analytics Supported Regression Analysis Supported Sentiment Analysis Supported Statistical Modeling Supported Text Analytics Supported Data Management Features Customer Data Supported Data Analysis Supported Data Capture Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Supported Master Data Management Not Supported Match & Merge Supported Machine Learning Features Deep Learning Not 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 Business Intelligence Features Ad Hoc Reports Supported Benchmarking Supported Budgeting & Forecasting Supported Dashboard Supported Data Analysis Supported Key Performance Indicators Supported Natural Language Generation (NLG) Not Supported Performance Metrics Supported Predictive Analytics Supported Profitability Analysis Supported Strategic Planning Supported Trend / Problem Indicators Supported Visual Analytics Supported Dashboard Features Annotations Not Supported Data Source Integrations Supported Functions / Calculations Supported Interactive Supported KPIs Supported OLAP Supported Private Dashboards Supported Public Dashboards Supported Scorecards Not Supported Themes Not Supported Visual Analytics Supported Widgets Not Supported Data Cleansing Features Address/ZIP Code Cleaning Not Supported Charting Not Supported Data Consolidation / ETL Supported Data Mapping Supported Multi Data Format Support Supported Phone/Email Validation Not Supported Raw Data Ingestion Supported Sample Testing Not Supported Validation / Matching / Reconciliation Supported Data Discovery Features Contextual Search Not Supported Data Classification Supported Data Matching Supported False Positives Reduction Supported Self Service Data Preparation Supported Sensitive Data Identification Supported Visual Analytics Supported Data Mining Features Data Extraction Supported Data Visualization Supported Fraud Detection Supported Linked Data Management Supported Machine Learning Supported Predictive Modeling Supported Semantic Search Not Supported Statistical Analysis Supported Text Mining Supported Data Preparation Features Collaboration Tools Supported Data Access Supported Data Blending Supported Data Cleansing Supported Data Governance Not Supported Data Mashup Supported Data Modeling Supported Data Transformation Supported Machine Learning Supported Visual User Interface Supported Data Visualization Features Analytics Supported Content Management Not Supported Dashboard Creation Supported Filtered Views Not Supported OLAP Supported Relational Display Not Supported Simulation Models Not Supported Visual Discovery Supported Database Features Backup and Recovery Not Supported Creation / Development Supported Data Migration Supported Data Replication Supported Data Search Not Supported Data Security Not Supported Database Conversion Not Supported Mobile Access Not Supported Monitoring Not Supported NOSQL Supported Performance Analysis Not Supported Queries Supported Relational Interface Not Supported Virtualization Not Supported ETL Features Data Analysis Supported Data Filtering Supported Data Quality Control Supported Job Scheduling Supported Match & Merge Supported Metadata Management Supported Non-Relational Transformations Supported Version Control Supported Financial Risk Management Features Compliance Management Not Supported Credit Risk Management Supported For Hedge Funds Not Supported Liquidity Analysis Not Supported Loan Portfolio Management Not Supported Market Risk Management Not Supported Operational Risk Management Not Supported Portfolio Management Not Supported Portfolio Modeling Not Supported Risk Analytics Benchmarks Not Supported Stress Tests Not Supported Value At Risk Calculation Supported Marketing Analytics Features A/B Testing Supported Campaign Management Supported Channel Attribution Not Supported Customer Journey Mapping Not Supported Dashboard Not Supported Performance Metrics Not Supported Predictive Analytics Supported ROI Tracking Not Supported Social Media Metrics Not Supported Website Analytics Not Supported NoSQL Database Features Auto-sharding Not Supported Automatic Database Replication Not Supported Data Model Flexibility Supported Deployment Flexibility Not Supported Dynamic Schemas Supported Integrated Caching Not Supported Multi-Model Not Supported Performance Management Not Supported Security Management Not Supported Predictive Analytics Features AI / Machine Learning Supported Benchmarking Supported Data Blending Supported Data Mining Supported Demand Forecasting Supported For Education Supported For Healthcare Supported Modeling & Simulation Supported Sentiment Analysis Supported Preventive Maintenance Features Condition Monitoring Not Supported Inspection Management Not Supported Maintenance Scheduling Not Supported Mobile Access Not Supported Predictive Maintenance Supported Purchasing Not Supported Reminders Not Supported To-Do List Not Supported Vendor Management Not Supported Work Order Management Not Supported Reporting Features Customizable Dashboard Supported Data Source Connectors Supported Drag & Drop Supported Drill Down Supported Email Reports Not Supported Financial Reports Supported Forecasting Supported Marketing Reports Supported OLAP Supported Report Export Supported Sales Reports Supported Scheduled / Automated Reports Supported Robotic Process Automation (RPA) Features Analytics Not Supported Attended Automation Not Supported Code-free Development Supported Image Recognition Not Supported Optical Character Recognition Not Supported Process Builder Supported Third Party Application Integration Supported Unattended Automation Supported Sales Forecasting Features Competitor Analysis Not Supported Correlation Analysis Supported Dashboard Supported Dynamic Modeling Not Supported Exception Reporting Not Supported Graphical Data Presentation Not Supported Modeling & Simulation Supported Performance Metrics Not Supported Sales Trend Analysis Supported Statistical Analysis Supported Statistical Analysis Features Analytics Supported Association Discovery Supported Compliance Tracking Not Supported File Management Supported File Storage Supported Forecasting Supported Multivariate Analysis Supported Regression Analysis Supported Statistical Process Control Supported Statistical Simulation Supported Survival Analysis Not Supported Time Series Supported Visualization Supported
Integrations Adobe Acrobat Not Supported Amazon EC2 Supported Facebook Ads Not Supported Google Cloud Bigtable Not Supported Google Translate Not Supported Huawei Cloud Not Supported Microsoft 365 Not Supported Microsoft OneDrive Not Supported Microsoft Power BI Not Supported OVHcloud Not Supported Odoo Not Supported PostgreSQL Not Supported SQL Server Not Supported SQLite Not Supported Slack Not Supported Splunk Cloud Platform Not Supported SuiteMaster Not Supported Teradata VantageCloud Not Supported TextRazor Not Supported mailbox.org Not Supported Show More Integrations View All 4 Integrations		Integrations Adobe Acrobat Supported Amazon EC2 Not Supported Facebook Ads Supported Google Cloud Bigtable Supported Google Translate Supported Huawei Cloud Supported Microsoft 365 Supported Microsoft OneDrive Supported Microsoft Power BI Supported OVHcloud Supported Odoo Supported PostgreSQL Supported SQL Server Supported SQLite Supported Slack Supported Splunk Cloud Platform Supported SuiteMaster Supported Teradata VantageCloud Supported TextRazor Supported mailbox.org Supported Show More Integrations View All 61 Integrations
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