A bulletproof machine learning process

We help organizations understand what is economically possible for them and identify the opportunities where data products can add the most value.

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Our process

We adapt to your business needs

iconBusiness Understanding
iconScoping & Plan
Understanding
Deployment
Modeling
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Business Understanding

We identify opportunities to optimize and scale your business results. We assess your team’s skills, tools and technology to determine the company’s data maturity.

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Scoping & Plan

We provide ideation sessions to define which issues to tackle and product design workshops to determine the best course of action. We apply industry best practices like Google’s Rules of ML and the Machine Learning Canvas.

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Data Preparation

We construct a solid foundation with modern data systems to build upon using Data Engineering best practices.

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Custom Solution

We build, test and iterate the system to ensure it efficiently achieves your goals.

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Deployment

We seamlessly integrate the custom data products within your infrastructure, syncing with your team to ensure sustainability. We make sure your team has the know-how and tools to successfully manage the solution.

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Optimization

We help you automate the full lifecycle of your machine learning systems to properly monitor and evolve them. We validate the resulting model using both offline and online methods.

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Our process

We adapt to your business needs

imageimage
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imageimage
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imageimage
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imageimage
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imageimage
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imageimage
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Business Understanding

We identify opportunities to optimize and scale your business results. We assess your team’s skills, tools and technology to determine the company’s data maturity.

Scoping & Plan

We provide ideation sessions to define which issues to tackle and product design workshops to determine the best course of action. We apply industry best practices like Google’s Rules of ML and the Machine Learning Canvas.

Data Preparation

We construct a solid foundation with modern data systems to build upon using Data Engineering best practices.

Custom Solution

We build, test and iterate the system to ensure it efficiently achieves your goals.

Deployment

We seamlessly integrate the custom data products within your infrastructure, syncing with your team to ensure sustainability. We make sure your team has the know-how and tools to successfully manage the solution.

Optimization

We help you automate the full lifecycle of your machine learning systems to properly monitor and evolve them. We validate the resulting model using both offline and online methods.

iconBusiness Understanding
iconScoping & Plan
Understanding

State of the
art tools

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Hadoop

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Apache Spark

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Apache Airflow

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Databricks

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AWS

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Facebook Prophet

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TensorFlow

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Scikit Learn

Use cases

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Accurately match supply and demand

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Scale your business with custom Machine Learning

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Unlock online marketing optimization

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Automatically monitor KPIs with Anomaly Detection

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Accurately match supply and demand

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Scale your business with custom Machine Learning

Learn more
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Let’s talk
about your
project

From streamlining data infrastructure to custom products, we can help your team leverage your data to drive real value to your business.Contact us

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