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Hopsworks

Machine learning (ML) application building platform

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Hopsworks Pricing, Features, Reviews and Alternatives

Hopsworks product overview

What is Hopsworks?

Hopsworks is a cloud-based and on-premise solution, which helps businesses in automotive, betting, finance and healthcare industries design and operate machine learning (ML) applications. Key features include data preparation, model validation, version control, model serving, and monitoring.

Key benefits of using Hopsworks

- End-to-End ML Pipelines - the Feature Store to training to serving
- Manages ML Assets: Features, Experiments, Model Repository/Monitoring
- Project-based multi-tenancy - collaborate with sensitive data in a shared cluster
- Enterprise integrations with Active Directory, LDAP, OAuth2, Kubernetes
- Full governance and provenance for ML assets, with GDPR compliance
- Open-source ML with Spark, TensorFlow, PyTorch, Scikit-Learn
- Solves the hardest scaling problems: training, hparam tuning, feature engineering

Typical customers

Freelancers
Small businesses
Mid size businesses
Large enterprises

Platforms supported

Web
Android
iPhone/iPad

Support options

Email/Help Desk
Chat
Knowledge Base
Phone Support

Training options

Live Online
Webinars
In Person
Documentation

Hopsworks pricing information

Value for money

5.0

/5

3

Starting from

$

1

/momonth
Per Feature

Pricing options

Free plan
Subscription
Free trial
Pricing range

Value for money contenders

Hopsworks features

Functionality

5.0

/5

3
Total Features51 5 categories

Most valued features by users

API
Reporting/Analytics
Third Party Integrations
Natural Language Processing
Search/Filter
Collaboration Tools
Monitoring
Data Visualization

Functionality contenders

Hopsworks users reviews

Overall rating

4.7

/5

3

Positive reviews

100%

Write a review
Rating breakdown
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10
Rating distribution

5

4

3

2

1

2

1

0

0

0

Overall rating contenders

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

Share this review:

Skilled challenger to our Teradata suit

Reviewed a year ago
Pros

Hopsworks keeps us as a big organisation to be on our toes, in terms of what is possible and how fast it can be implemented. Nice to have options of on-premise and cloud, and extremely fast to add new libraries and other custom made wished from the data scientists.

Cons

Sometimes as it's rather flexible and fast to implement it can be hard to place it and understand it's belonging in our overall data architecture.

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend10/10

Share this review:

Hopsworks

Reviewed a year ago

We recently analysed terabytes of cancer sequencing data and estimated what proportions of the cancers might be preventable in the future by vaccination. The paper is about to publish any day now and this study would have been impossible without Hopsworks.

Pros

As a data scientist, I am mostly focusing on developing big data processing pipelines as well as feature engineering for which Hopsworks is probably one of the best platforms. It makes it very easy to run Spark or PySpark applications to process vast amount of data with available resources. Installing python libraries for Jupiter notebook is also quite straightforward which solves many painful problems for a data scientist.

Cons

One thing I would try to improve is to get better visibility of the logs after a job is completed.

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend8/10

Share this review:

Hopsworks trial review

Reviewed a year ago
Pros

- project oriented dat plateform - huge set of data analytics features (feature store, automl, lakehouse, kafka, spark, flink, ....) - devsecops oriented product (security, stretched cluster, model serving, scm, ...) - on-premise, cloud , multi-cloud (potential) and hybrid-cloud (potential) platform - easiness of use - european company - open source based product - gdpr compliancy - deep learning compliancy (gpu, tpu(?), pytorch, tensorflow) - openess (databricks, sagemake, ..., connectors) - ...

Cons

- Hudi instead of deltalake - lack of connection between deltalake (as provided with Hudi) and the feature store - unability to use the ELK or influxdb included tools - lack of connectors with AzureML, driveless ai, powerbi, azure datablob storage, snowflake, ... - lack of managed platform on azure or gcp as the one provided for aws - how to handle staging environment especially for the data sharing? -...

Hopsworks FAQs and common questions

Hopsworks has the following pricing plans:
Starting from: $1.00/month
Pricing model: Free, Subscription
Free Trial: Available


Hopsworks has the following typical customers:
Large Enterprises, Mid Size Business, Public Administrations, Small Business


Hopsworks supports the following languages:
English


Yes, Hopsworks has an API available for use.


Hopsworks integrates with the following applications:
Microsoft Azure, Amazon EC2


Hopsworks offers the following support options:
Email/Help Desk, Chat, Knowledge Base, Phone Support

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