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What is Metaphor?

By automating the indexing of warehouses, lakes, dashboards, and other elements within your data ecosystem, Metaphor significantly improves data visibility through the integration of utilization metrics, lineage tracking, and indicators of social popularity, ensuring that the most dependable data is presented to your audience. This holistic perspective on data encourages organizational discussions and guarantees that critical information is easily accessible to all team members. Engage effectively with clients by sharing catalog artifacts and documentation directly through Slack, allowing for seamless communication. Additionally, you can tag important discussions in Slack and associate them with specific data points, which encourages collaboration and aids in the organic discovery of relevant terms and usage patterns, thereby dismantling communication barriers. Navigating through your entire data stack becomes a straightforward task, enabling the creation of both detailed technical documentation and user-friendly wikis tailored for non-technical users. You can also offer users direct support via Slack while utilizing the catalog as a Data Enablement tool, thus refining the onboarding experience for a more customized approach. Ultimately, this strategy not only boosts data accessibility but also significantly enhances the data literacy across your organization, empowering all members to make informed decisions. By fostering an environment of collaboration, Metaphor helps build a data-driven culture within your workplace.

What is MLReef?

MLReef provides a secure platform for domain experts and data scientists to work together using both coding and no-coding approaches. This innovative collaboration leads to an impressive 75% increase in productivity, allowing teams to manage their workloads more efficiently. As a result, organizations can accelerate the execution of a variety of machine learning initiatives. By offering a centralized platform for collaboration, MLReef removes unnecessary communication hurdles, streamlining the process. The system is designed to operate on your premises, guaranteeing complete reproducibility and continuity, which makes it easy to rebuild projects as needed. Additionally, it seamlessly integrates with existing git repositories, enabling the development of AI modules that are both exploratory and capable of versioning and interoperability. The AI modules created by your team can be easily converted into user-friendly drag-and-drop components that are customizable and manageable within your organization. Furthermore, dealing with data typically requires a level of specialized knowledge that a single data scientist may lack, thus making MLReef a crucial tool that empowers domain experts to handle data processing tasks. This capability simplifies complex processes and significantly improves overall workflow efficiency. Ultimately, this collaborative framework not only ensures effective contributions from all team members but also enhances the collective knowledge and skill sets of the organization, fostering a more innovative environment.

Media

Media

Integrations Supported

Amazon Redshift
Amazon S3
Apache Airflow
Keras
Looker
MXNet
Metabase
Microsoft Power BI
Okta
PostgreSQL
PyTorch
Slack
Snowflake
Soda
Tableau
TensorFlow
ThoughtSpot
Ubuntu
dbt
scikit-image

Integrations Supported

Amazon Redshift
Amazon S3
Apache Airflow
Keras
Looker
MXNet
Metabase
Microsoft Power BI
Okta
PostgreSQL
PyTorch
Slack
Snowflake
Soda
Tableau
TensorFlow
ThoughtSpot
Ubuntu
dbt
scikit-image

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Metaphor Data

Date Founded

2020

Company Location

United States

Company Website

metaphor.io

Company Facts

Organization Name

MLReef

Company Location

United States

Company Website

www.mlreef.com

Categories and Features

Data Management

Customer Data
Data Analysis
Data Capture
Data Integration
Data Migration
Data Quality Control
Data Security
Information Governance
Master Data Management
Match & Merge

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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