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All Blog Posts Tagged 'ml' (15)

AI Robotization with InterSystems IRIS Data Platform

Fixing the terminology

A robot is not expected to be either huge or humanoid, or even material (in disagreement with Wikipedia, although the…

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Added by Sergey Lukyanchikov on July 16, 2021 at 4:00am — No Comments

MLOps: Comprehensive Beginner's Guide

MLOps, AIOps, DataOps, ModelOps, and even DLOps. Are these buzzwords hitting your newsfeed? Yes or no, it is high time to get tuned for the latest updates in AI-powered business practices. Machine Learning Model Operationalization Management (MLOps) is a way to eliminate…

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Added by Oleksandr Tyron on April 13, 2021 at 2:30am — No Comments

Distributed Artificial Intelligence with InterSystems IRIS

What is Distributed Artificial Intelligence (DAI)?

Attempts to find a “bullet-proof” definition have not produced result: it seems like the term is slightly “ahead of time”. Still, we can analyze semantically the term itself – deriving that distributed artificial intelligence is the same AI (see…

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Added by Sergey Lukyanchikov on April 3, 2021 at 3:00am — No Comments

Blockchain emerging as Next-Generation Data and Model Governance Framework

Introduction and Motivation

The blockchain technology has led to a strong foundation for different applications related to asset management, medical/health, finance, and insurance. Data analytics provided by…
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Added by Sharmistha Chatterjee on December 28, 2020 at 1:30am — 1 Comment

Horowitz Index Day-Ahead Change Prediction in Real Time

Rationalizing the effort of our intensive care staff by predicting patient condition indicators in real time is a challenge because of an impressive number of externally imposed and internally unavoidable restrictions. Patient data privacy requirements, variety of types and lack of standardization within one type of equipment, limited availability of “pure” examples of this or that patient condition patterns – just to name a few complexity factors.

Computational approaches to model…

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Added by Sergey Lukyanchikov on December 14, 2020 at 3:00am — No Comments

Genius Tool to Compare Best Time-Series Models For Multi-step Time Series Modeling

Predict Number of Active Cases by Covid-19 Pandemic based on Medical Facilities (Volume of Testing, ICU beds, Ventilators, Isolation Units, etc) using Multi-variate…

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Added by Sharmistha Chatterjee on October 17, 2020 at 10:30pm — No Comments

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

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…
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Added by Sergey Lukyanchikov on September 20, 2020 at 12:30pm — No Comments

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:…

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Added by Sergey Lukyanchikov on August 18, 2020 at 12:13am — No Comments

Traditional vs Deep Learning Algorithms used in BlockChain in Retail Industry

Use of SecureSVM, Boosting, Bagging, Clustering, LSTM, CNN, GAN in Retail with BlockChain

Introduction

This blog highlights different ML algorithms used in blockchain transactions with a special emphasis on bitcoins in retail payments. This blog is structured as follows:

  • Overview of the role of blockchain in the retail industry.
  • Different traditional…
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Added by Sharmistha Chatterjee on July 26, 2020 at 7:22am — No Comments

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.…

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Added by Sergey Lukyanchikov on February 14, 2020 at 1:00pm — No Comments

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,…

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Added by Sergey Lukyanchikov on January 19, 2020 at 9:30pm — No Comments

Free eBook: Graph Algorithms: Practical Examples in Apache Spark and Neo4j

Greetings Friends,

Larry Page's "PageRank" Graph Algorithm as applied to Google search changed the digital world forever.  Learn more in this Free eBook: Graph Algorithms: Practical Examples in Apache Spark and Neo4j, By Mark Needham & Amy E. Hodler, Published by O'Reilly Media https://neo4j.com/graph-algorithms-book/

Watch: Improve ML Predictions using Graph Analytics…

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Added by David Vessie on May 16, 2019 at 2:52pm — No Comments

Speedup your Machine Learning applications without changing your code

Emerging cloud applications like machine learning, AI and big data analytics require high performance computing systems that can sustain the increased amount of data processing without consuming excessive power. Towards this end, many cloud operators have started adopting heterogeneous infrastructures deploying hardware accelerators, like FPGAs, to increase the performance of computational intensive tasks. However, most hardware accelerators lack…

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Added by Chris Kachris on November 6, 2018 at 7:00am — 2 Comments

Ronald van Loon's Journey to the Intelligent World

The world is rapidly changing thanks to digital technologies.

Business are transforming along wit it.

Join Ronald van Loon on his journey through the intelligent world, and have a deeper look into technological development that are shaping a world and transforming business.

Added by Ronald van Loon on February 6, 2018 at 9:30pm — No Comments

The Future is All about AI Devices That Can Actually Serve Us

The role of Artificial Intelligence (AI) devices in augmenting humans and in achieving tasks that were previously considered unachievable is just amazing. With the world progressing towards an age of unlimited innovations and unhindered progress, we can expect that AI will have a greater role in actually serving us for the…

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Added by Ronald van Loon on December 31, 2017 at 10:30pm — No Comments

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