Category Archives: Machine Learning

Why Machine Learning Models Crash And Burn In Production

Posted on May 21, 2019 by decisionmanagementcommunity

This is the title of the article published by Forbes: “One magical aspect of software is that it just keeps working. If you code a calculator app, it will still correctly add and multiply numbers a month, a year, or … Continue reading →

Posted in Artificial Intelligence, Machine Learning | Leave a comment

What a good modern data analyst has to master

Posted on May 16, 2019 by decisionmanagementcommunity

Andriy Burkov, ML at Gartner and author of The Hundred-Page Machine Learning Book, shares what a good modern data analyst has to master:

Posted in Business Analytics, Data Science, Machine Learning | Leave a comment

Beyond Chatbots: Hyper-Personalized, Intelligent Assistants

Posted on May 7, 2019 by decisionmanagementcommunity

Peter Voss, CEO at Aigo.ai, published the article with this name in Forbes: “Recent years have seen a proliferation of chatbots and so called ‘personal assistants.’ These supposedly serve both the convenience of the user.. However, these bots often realize poor … Continue reading →

Posted in Human-Machine Interaction, Machine Learning, Natural Language Processing | Leave a comment

Similarity in Machine and Human Decision Making

Posted on April 25, 2019 by decisionmanagementcommunity

In his new post “Artificial and Human Intelligence” Alain Chabrier from IBM describes decisions the members of his own  family make while packing for vacation. In simple terms Alain nicely explains how we use 3 major Decision Management techniques (Rules, … Continue reading →

Posted in Business Rules, Case Studies, Decision Making, Decision Optimization, Machine Learning | Leave a comment

RLDM – Reinforcement Learning and Decision Making Conference

Posted on April 16, 2019 by decisionmanagementcommunity

Reinforcement learning and decision making have been the focus of research spanning a wide variety of fields including psychology, artificial intelligence, machine learning, operations research, control theory, animal and human neuroscience, economics, and ethology. Key to many developments in the … Continue reading →

Posted in Decision Making, Events, Machine Learning | Leave a comment

Google Announced a new Speech Recognizer

Posted on March 18, 2019 by decisionmanagementcommunity

Google has announced the rollout of an end-to-end, all-neural, on-device speech recognizer based on the latest machine learning capabilities. “Our new all-neural, on-device Gboard speech recognizer is initially being launched to all Pixel phones in American English only. Given the … Continue reading →

Posted in Human-Machine Interaction, Machine Learning, Natural Language Processing | Leave a comment

ML: A Step-by-Step Disaster Prevention Guide

Posted on March 16, 2019 by decisionmanagementcommunity

Diving into Machine Learning (ML) without knowing what you’re trying to achieve is a recipe for disaster. This disaster prevention guide describes 13 steps to follow.

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The Hundred-Page Machine Learning Book

Posted on March 4, 2019 by decisionmanagementcommunity

Andriy Burkov, a machine learning team leader at Gartner, published “The Hundred-Page Machine Learning Book“. Its preface says: “Let’s start by telling the truth: machines don’t learn. What a typical “learning machine” does, is finding a mathematical formula, which, when … Continue reading →

Posted in Books, Machine Learning | Leave a comment

“Old” AI vs Deep Learning

Posted on March 3, 2019 by decisionmanagementcommunity

Vincent Gosselin from DecisionBrain wrote: “At last an article that takes a realistic view of AI rather than a sole focus on deep learning. We recently came across a failed AI project where a fairly hyped company, let’s call it … Continue reading →

Posted in Artificial Intelligence, Decision Optimization, Machine Learning | Leave a comment

Mike Gualtieri: How to Make AI Happen Without Getting Fired

Posted on February 20, 2019 by decisionmanagementcommunity

Mike Gualtieri from Forrester Research offers 8 tips on how to make AI happen without getting fired. These tips are based on his discussions with enterprise data scientists and enterprise leaders who embarked on machine learning and AI projects in … Continue reading →

Posted in Artificial Intelligence, Machine Learning, Trends | Leave a comment