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ease
features
design
support

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Description

Daria's innovative automated capabilities enable users to swiftly and effectively develop predictive models, drastically reducing the lengthy iterative processes typically associated with conventional machine learning methods. It eliminates both financial and technological obstacles, allowing enterprises to create AI systems from the ground up. By automating machine learning workflows, Daria helps data professionals save weeks of effort typically spent on repetitive tasks. The platform also offers a user-friendly graphical interface, making it accessible for those new to data science to gain practical experience in machine learning. With a suite of data transformation tools at their disposal, users can effortlessly create various feature sets. Daria conducts an extensive exploration of millions of potential algorithm combinations, modeling strategies, and hyperparameter configurations to identify the most effective predictive model. Moreover, models generated using Daria can be seamlessly deployed into production with just a single line of code through its RESTful API. This streamlined process not only enhances productivity but also empowers businesses to leverage AI more effectively in their operations.

Description

The process of developing a model is inherently iterative, often spanning weeks, months, or even years, and it involves challenges such as reproducing results, maintaining version control, and auditing previous work. It is important to document each phase of model building, as well as the reasoning behind decisions made along the way. Rather than being a secretive file stored away, a model should serve as a clear and accessible resource for all stakeholders to monitor and evaluate consistently. Prevision.io facilitates this by enabling you to log every experiment during training, capturing its attributes, automated analyses, and various versions as your project evolves, regardless of whether you utilize our AutoML or your own methodologies. You can effortlessly experiment with a multitude of feature engineering techniques and algorithm options to create models that perform exceptionally well. With just a single command, the system can explore different feature engineering methods tailored to various data types, such as tabular data, text, or images, ensuring that you extract the maximum value from your datasets while enhancing overall model performance. This comprehensive approach not only streamlines the modeling process but also fosters collaboration and transparency among team members.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

SkyStem ART

Integrations

SkyStem ART

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

XBrain

Founded

2014

Country

South Korea

Website

xbrain.team/product.html

Vendor Details

Company Name

Prevision.io

Country

France

Website

prevision.io

Product Features

Machine Learning

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

Product Features

Machine Learning

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

Alternatives

Alternatives