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Hopsworks

Name: Hopsworks
Rating: 4.5 (2 reviews)

By Logical Clocks

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Highlights : About Hopsworks

Process/Workflow Automation

Data Quality Control

Data Mining

About Hopsworks

Hopsworks is a cloud-based and on-premise solution, which helps businesses in automotive, finance and healthcare industries design and operate machine learning (ML) applications. Key features include data preparation, model validation, version control, model serving, and monitoring. It enables developers to collect data from multiple structured and unstructured sources and perform validation in order to create training data for models. The solution allows professionals to annotate models with metadata, letting developers perform root cause analysis and discover bugs across models. Engineers can prepare ML pipelines in Python language and design production code in the Jupyter Notebook for further execution. Hopsworks offers GDPR-compliant secure storage to manage sensitive datasets, grant users role-based access, and prevent data export from the project. Moreover, with the solution’s Airflow Operator feature, professionals can track errors and receive notifications about production problems in real-time. Hopsworks comes with a feature store module, which enables data scientists to discover, analyze, and reuse features across applications, add new features, and create curated data for machine learning algorithms. It also ensures consistency in the feature engineering process, executes time-travel queries, and generates high-quality data using validation tools. Plus, the solution assists users with both stream and data-parallel processing via the Apache Spark, Apache Flink, and Apache Beam applications.

Specifications

24/7 Support

Yes

Business Size

Mid-Market

Deployments

Cloud

Language Support

English

Platforms

Product Details

Features

Customer Data

Data Cleansing

Data Discovery

Data Mining

Data Quality Control

Deep Learning

For eCommerce

High Volume Processing

ML Algorithm Library

Master Data Management

Process/Workflow Automation

Statistical / Mathematical Tools

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