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What is Ensemble Dark Matter?

Create accurate machine learning models utilizing limited, sparse, and high-dimensional datasets without the necessity for extensive feature engineering by producing statistically optimized data representations. By excelling in the extraction and representation of complex relationships within your current data, Dark Matter boosts model efficacy and speeds up training processes, enabling data scientists to dedicate more time to resolving intricate issues instead of spending excessive hours on data preparation. The success of Dark Matter is clear, as it has led to significant advancements in model accuracy and F1 scores in predicting customer conversions for online retail. Moreover, various models showed improvement in performance metrics when trained on an optimized embedding sourced from a sparse, high-dimensional dataset. For example, applying a refined data representation in XGBoost improved predictions of customer churn in the banking industry. This innovative solution enhances your workflow significantly, irrespective of the model or sector involved, ultimately promoting a more effective allocation of resources and time. Additionally, Dark Matter's versatility makes it an essential resource for data scientists who seek to elevate their analytical prowess and achieve better outcomes in their projects.

What is Kraken?

Kraken is tailored to meet the needs of a wide range of users, from analysts to data scientists. This intuitive, no-code automated machine learning platform simplifies the intricate world of data science. By streamlining critical processes such as data preparation, cleaning, algorithm selection, model training, and deployment, Kraken makes these tasks accessible to individuals across various skill levels. Analysts and engineers will particularly appreciate how their existing data analysis skills allow them to quickly adapt to using Kraken. The platform features a user-friendly interface and integrated SONAR© training, which enables users to transition into citizen data scientists with ease. For experienced data scientists, Kraken provides advanced functionalities that boost both speed and workflow efficiency. Whether your work involves Excel, flat files, or requires on-the-fly analyses, the easy drag-and-drop CSV upload and Amazon S3 integration make building models a breeze. Furthermore, Kraken’s Data Connectors allow for smooth integration with your favorite data warehouses, business intelligence platforms, and cloud storage services, creating a holistic data science environment. With Kraken, users of all experience levels can effortlessly tap into the capabilities of machine learning, fostering a collaborative and innovative atmosphere for all.

Media

Media

Integrations Supported

Amazon S3
Coast
Domo
Google Cloud BigQuery
Kryptos
Looker
MySQL
Pulsar Finance
Qlik Sense
SQL Server
SimpleSwap
Snowflake
Tableau

Integrations Supported

Amazon S3
Coast
Domo
Google Cloud BigQuery
Kryptos
Looker
MySQL
Pulsar Finance
Qlik Sense
SQL Server
SimpleSwap
Snowflake
Tableau

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$100 per month
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

Ensemble

Date Founded

2023

Company Location

United States

Company Website

ensemblecore.ai/

Company Facts

Organization Name

Big Squid

Date Founded

2009

Company Location

United States

Company Website

www.bigsquid.com/kraken-platform

Categories and Features

Machine Learning

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

Categories and Features

Big Data

Collaboration
Data Blends
Data Cleansing
Data Mining
Data Visualization
Data Warehousing
High Volume Processing
No-Code Sandbox
Predictive Analytics
Templates

Machine Learning

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

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