#Machine Learning (ML)

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Machine learning (ML) is a subset of artificial intelligence in the field of computer science that often uses statistical techniques to give computers the ability to "learn" with data, without being explicitly programmed.

Learn more.

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Announcement Eduard Lebedyuk · Apr 10, 2020

I'm happy to announce the release of the interface to Julia programming language for InterSystems IRIS. Execute Julia code and more from InterSystems IRIS. This project brings you the power of Julia right into your InterSystems IRIS environment:

  • Execute arbitrary Julia code
  • Seamlessly transfer data from InterSystems IRIS into Julia
  • Build intelligent Interoperability business processes with Julia Interoperability Adapter
  • Experiment in Julia Shell, right inside your InterSystems IRIS terminal
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Announcement Thomas Dyar · Mar 12, 2020

Greetings Developer Community!

InterSystems IntegratedML (formerly known as QuickML) is ready for external beta, and is looking for some users to kick the tires!

IntegratedML is an all-SQL machine learning (ML) feature in IRIS that:
    • Gives users the ability to create, train and deploy powerful models from simple SQL syntax
    • Wraps "best of breed" open source and proprietary ML and "automl" frameworks such as TensorFlow, XGBoost, H2O-3, and DataRobot
    • Focuses on ease of deployment, so you can add predictions to your application with a single SQL function call 

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Announcement Derek Robinson · Feb 14, 2020

You may have seen earlier this week that we launched a brand-new learning podcast called Data PointsThere are three episodes released, one of which was a really interesting discussion with Thomas Dyar — a product specialist here at InterSystems focused on machine learning. Take a listen and reach out if you're interested in exploring more about IntegratedML!

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Announcement James Breen · Aug 30, 2018

View Machine Learning 101 recording at: https://videos.intersystems.com/detail/video/5827774460001/machine-learning-101?autoStart=true&q=machine%20learning.

In addition to our webinar on machine learning (https://community.intersystems.com/post/rescheduled-webinar-its-machine-learning-not-rocket-science-july-31-1100-am-edt), we are pleased to announce a basic introduction to machine learning presentation that provides an overview of the basic algorithms by @Don Woodlock, InterSystems VP of HealthShare Platforms. 

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Announcement Amir Samary · Jan 29, 2020

Hi everyone,

I am very pleased to announce that the Readmission Demo has been released as open source. Many thanks to the Solution Factory team that worked hard on making this possible.

Here are the changes:

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Announcement Sergey Lukyanchikov · Jan 22, 2020

InterSystems IRIS ML Toolkit adds the power of InterSystems IntegratedMLto further extend convergent scenario coverage into the area of automated feature and model type/parameter selection. The previous "manual" pipelines now collaborate within the same analytic process with "auto" pipelines that are based on automation frameworks, such as H2O.

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Article Eduard Lebedyuk · Jan 16, 2020 2m read

This series of articles would cover Python Gateway for InterSystems Data Platforms. Execute Python code and more from InterSystems IRIS. This project brings you the power of Python right into your InterSystems IRIS environment:

  • Execute arbitrary Python code
  • Seamlessly transfer data from InterSystems IRIS into Python
  • Build intelligent Interoperability business processes with Python Interoperability Adapter
  • Save, examine, modify and restore Python context from InterSystems IRIS

Other articles

The plan for the series so far (subject to change).

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Article Eduard Lebedyuk · Apr 23, 2019 1m read

This series of articles would cover Python Gateway for InterSystems Data Platforms. Execute Python code and more from InterSystems IRIS. This project brings you the power of Python right into your InterSystems IRIS environment:

  • Execute arbitrary Python code
  • Seamlessly transfer data from InterSystems IRIS into Python
  • Build intelligent Interoperability business processes with Python Interoperability Adapter
  • Save, examine, modify and restore Python context from InterSystems IRIS

Other articles

The plan for the series so far (subject to change).

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Announcement Jacquie Clermont · Oct 29, 2019

Hi Developers:

The latest issue of our Developments newsletter just hit inboxes, but if yours wasn't one of them, you can download it from our landing page.

In this issue, you'll get links to some of the keynotes from Global Summit 2019, go on a deep dive into machine learning, and learn about a November webinar on the Machine Learning Toolkit.  

If you don't get Developments, consider SUBSCRIBING

Happy fall,

Jacquie
 

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Announcement Eduard Lebedyuk · Sep 12, 2019

I'm happy to announce the latest Python Gateway release.

This is not an InterSystems product, it is community supported open source project.

Download new release from GitHub.

Now for the new features.

Fast transfer. Pass globals, classes and tables from InterSystems IRIS to Python with ease and speed (10x faster than old QueryExecute). Documentation.

Proxy Gateway allows generation of ObjectScript classes for Python classes. Instantinate objects, call object and class methods using familiar ObjectScript code (docs).

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Announcement Jacquie Clermont · Sep 9, 2019

Hi Community:

Interested in getting hands-on with our technology? Come to Global Summit, where you'll find five experiences to choose from in the Experience Lab:

  • The Machine Learning Toolkit on OpenExchange
  • The Next Evolution of APIs
  • Working with the FHIR Resource Repository
  • Using AI Services to Build Intelligent Apps
  • Containerizing Apps with InterSystems IRIS
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Announcement Jacquie Clermont · Aug 5, 2019

Hi Community:

If you're interested in the future of InterSystems technology, you won't want to miss these nine Global Summit sessions on our hottest technologies:

Roadmap Sessions

  • Business Intelligence (BI) & Analytics Roadmap
  • In-Place InterSystems IRIS™ Conversions 
  • InterSystems IRIS Adoption Guide
  • InterSystems IRIS Cloud Roadmap
  • Partner Hub: An Overview
  • Personas: Your Team's Quiet Partners
  • Selling InterSystems to Your Manager
  • Showcase: InterSystems IRIS Directions
  • User Experience Feedback: Focus on BI

REGISTER SOON. Early bird rates end August 30.

Thank you,

Jacquie

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