Data Science Studio

The Do-it-Yourself application to
create, train and deploy
your own machine learning models.   

Data Science Studio

Data Science Studio:
a versatile machine learning model builder

The Data Science Studio allows anyone to create their own machine learning models using your very own data. Structured in four easy steps, the DSS supports the full ML lifecycle.

 

AN ITERATIVE APPROACH TO MODEL CREATION

Pragmatic AI

1

Craft training data

The toughest and often overlooked part of any ML-Model: Good training data. The DSS makes this process a breeze using Squirro’s Cognitive Search to define a Candidate Set and a WYSIWYG interface to quickly label data

2

Create a model

Take a labelled data set – we call it Ground Truth, select from various Algorithmic Methods – from Proximity Search, Naïve Bayes, SVM, Random Forrest, Deep Learning, meld the two and create your ML-model.

3

Validate your work

A model is as good as its accuracy. The DSS provides for a comprehensive test suite to validate your model’s performance at start and overtime and allows you to work in operational feedback from the actual usage of your model

4

Deploy

Choose from the Models you built or from our catalogue of pre-trained models and deploy them in Squirro’s Machine Learning Service. The result: Actionable Insights.

Automatically integrated with the Squirro Insights Engine
Continuous support from Squirro in all the stages

SEE IN ACTION

Do-It-Yourself model building

EXPLORE

Augmented Intelligence solutions and Insights Engine

Turn unused data into actionable
insights with
Squirro’s Augmented
Intelligence solutions.

A powerful platform empowering data
analysts anda data scientists. That’s the
Squirro Insights Engine

WHAT’S IN IT FOR YOU

Accurate ML-Models

Solution

  • Craft your own labelling data sets – Ground Truth Sets
  • Build your own models based on your data
  • Additional pre-trained models available out of the box
  • Fully validated ML-models
  • Deployed in Squirro or exported for your use elsewhere
  • Use our API based classification service with your ML-Models
  • Full integration with Squirro Insights Engine

Benefits

  • Accessible to business users, not just data scientists
  • Speeds up the ML-model creation by 80%
  • Delivers deep insight at speed and scale
  • Saves money with less need for data scientists
  • Works with an organization’s own training data
  • Users have the ability to train their own models