Pipeline

Pipeline

Configure, automate and deploy advanced analytical solutions using the AutoStat® Pipeline. After model prototyping and tuning is complete, productionise and integrate your solution within your IT environment and existing workflows. Manage pipeline settings and let your solution run periodically or as new data becomes available.

 AutoStat®animation

01 - Pipeline Creation

Capture and record your data science workflow: from data connection, pre-processing and visualisation to model specification and analysis capture the entire continuum inc. the writing of results to fully customisable dashboards and documents.

02 - Automated Scheduling

Set pipeline parameters and set the so the solution to run periodically or as information / data becomes available.

03 - Deployment and Integration

Productionise your solution within existing infrastructure and workflows, and export pipeline output as a dashboard, API or automated report.

AutoStat® Features

DATA MANAGER
VISUALISATIONS
MODEL BUILDER
NATURE LANGUAGE PROCESSING
R INTEGRATION
DASHBOARDS

Experience AutoStat®

From data processing and visualisation, to machine learning and beyond, get up to speed with the most advanced data science techniques with real-world projects using AutoStat®.

Ensemble Machine Learning

Applying ML techniques to predict Heart Disease

Regression Models in Practice

A deep-dive into frequentist and Bayesian regression models

Mixed Effects Modelling

Modelling chick weights over time with fixed and random effects

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