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Sergey Lukyanchikov
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  • Russian Federation
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Anthony Fiedler liked Sergey Lukyanchikov's blog post All-Purpose Universal Platform for Real-Time AI/ML
Oct 5
Sergey Lukyanchikov posted a blog post

All-Purpose Universal Platform for Real-Time AI/ML

Author: Sergey LukyanchikovChallenges of real-time AI/ML computationsWe will start from the examples that we faced as Data Science practice at InterSystems:A “high-load” customer portal is integrated with an online recommendation system. The plan is to reconfigure promo campaigns at the level of the entire retail network (we will assume that instead of a “flat” promo campaign master there will be used a “segment-tactic” matrix). What will happen to the recommender mechanisms? What will happen…See More
Oct 1
0 Comments
Sergey Lukyanchikov posted a blog post

All-Purpose Universal Platform for Real-Time AI/ML

Author: Sergey LukyanchikovChallenges of real-time AI/ML computationsWe will start from the examples that we faced as Data Science practice at InterSystems:A “high-load” customer portal is integrated with an online recommendation system. The plan is to reconfigure promo campaigns at the level of the entire retail network (we will assume that instead of a “flat” promo campaign master there will be used a “segment-tactic” matrix). What will happen to the recommender mechanisms? What will happen…See More
Sep 20
0 Comments
Sergey Lukyanchikov posted a blog post

InterSystems IRIS ML Toolkit orchestrating Microsoft Azure Data Factory and Machine Learning

ML Toolkit for InterSystems IRIS, besides Python/R/Julia, allows orchestrating cloud-based advanced analytics services, such as Microsoft Azure Data Factory and Machine Learning:See More
Aug 20
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Sergey Lukyanchikov updated their profile
Jul 17
Sergey Lukyanchikov commented on Sergey Lukyanchikov's status
Jun 24
Sergey Lukyanchikov posted a status
"InterSystems IRIS AI Programming Contest:…"
Jun 24
1 Comment
Sergey Lukyanchikov posted a blog post

IRIS ML Toolkit can now use IntegratedML

IRIS ML Toolkit adds the power of IntegratedML to 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.Details on the ML Toolkit available on GitHub,…See More
May 3
0 Comments
Sergey Lukyanchikov posted a blog post

IRIS ML Toolkit can now use IntegratedML

IRIS ML Toolkit adds the power of IntegratedML to 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.Details on the ML Toolkit available on GitHub,…See More
Feb 23
0 Comments
Sergey Lukyanchikov's blog post was featured

InterSystems IRIS ML Toolkit is now bi-directionally integrated with Jupyter Notebook

Choose your format to work on the same analytical process among graphical composer (IRIS BPL), notebook (Jupyter) or IDE (IRIS Studio/Atelier):This platform-centric approach to developing analytical tools and solutions aiming to maximize the advantages of combining multiple analytic toolsets (AI/ML, BI, SQL, Quantum, IoT, MapReduce, NLP, DL/CV, etc.) in a single analytic…See More
Jan 26
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Profile Information

Company:
InterSystems
Job Title:
Sales Engineer - Data Science
Seniority:
Consultant
Job Function:
Data Scientist
Number of employees:
1.000 to 4.999
Industry:
Research and Consulting
Short Bio:
Sales Engineer - Data Science at InterSystems
LinkedIn Profile:
http://www.linkedin.com/in/lukyanchikov
Interests:
Contributing, Networking

Sergey Lukyanchikov's Blog

All-Purpose Universal Platform for Real-Time AI/ML

Posted on September 20, 2020 at 12:30pm 0 Comments

Author: Sergey Lukyanchikov

Challenges of real-time AI/ML computations

We will start from the examples that we faced as Data Science practice at InterSystems:

  • A “high-load” customer portal is integrated with an online recommendation system. The plan is to reconfigure promo campaigns at the level of the entire retail network (we will assume that instead of a…
Continue

InterSystems IRIS ML Toolkit orchestrating Microsoft Azure Data Factory and Machine Learning

Posted on August 18, 2020 at 12:13am 0 Comments

ML Toolkit for InterSystems IRIS, besides Python/R/Julia, allows orchestrating cloud-based advanced analytics services, such as Microsoft Azure Data Factory and Machine Learning:…

Continue

IRIS ML Toolkit can now use IntegratedML

Posted on February 14, 2020 at 1:00pm 0 Comments

IRIS ML Toolkit adds the power of IntegratedML to 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.…

Continue

InterSystems IRIS ML Toolkit is now bi-directionally integrated with Jupyter Notebook

Posted on January 19, 2020 at 9:30pm 0 Comments

Choose your format to work on the same analytical process among graphical composer (IRIS BPL), notebook (Jupyter) or IDE (IRIS Studio/Atelier):

This platform-centric approach to developing analytical tools and solutions aiming to maximize the advantages of combining multiple analytic toolsets (AI/ML, BI, SQL, Quantum, IoT, MapReduce, NLP,…

Continue

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