Category Archives: Machine Learning

Deep Learning State of the Art (2020)

Lex Fridman gave a lecture on recent developments in deep learning and AI, and hopes for 2020 as a part of the MIT Deep Learning Lecture Series. Watch

Posted in Artificial Intelligence, Machine Learning | Leave a comment

Evaluating Machine Learning Models

KDnuggets’s post “Idiot’s Guide to Precision, Recall, and Confusion Matrix” provides an intuitive explanation of how to evaluate Classification models. “Building Machine Learning models is fun, but making sure we build the best ones is what makes a difference. Follow … Continue reading

Posted in Machine Learning | Leave a comment

Learning to Learn

We humans have the unique ability to learn from any situation or surrounding. We adapt our learning. We can figure out how we can learn. To acquire this kind of flexibility in learning, AI needs to have an effective and … Continue reading

Posted in Artificial Intelligence, Machine Learning | Leave a comment

How Digital Decisioning drives AI and ML Success

James Taylor published an article “How to Succeed with AI & ML in 2020“: “It’s clear that Artificial Intelligence (AI) and Machine Learning (ML) are going to have a huge impact on businesses in the coming years. Yet most companies … Continue reading

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

Dichotomy between Machine Learning and Business Rules

Prof. Hafedh Mili published an article “On the fallacy of the dichotomy between analytics/machine learning, and business rules“. The main points are: We have been there before Business rules rely on analytics If you need to explain your decisions to someone, you need business rules … Continue reading

Posted in Artificial Intelligence, Business Analytics, Business Rules, Machine Learning | Leave a comment

Continuous Delivery for Machine Learning

ThoughtWorks put out an article about Continuous Delivery for Machine Learning: “Machine Learning applications are becoming popular in our industry, however the process for developing, deploying, and continuously improving them is more complex compared to more traditional software, such as … Continue reading

Posted in Architecture, Machine Learning | Leave a comment

DMN Can Execute Machine Learning Models

Bruce Silver: “The ability to execute machine learning models is a standard feature of DMN.  From the start, the DMN spec said that in addition to the normal value expressions modeled in FEEL, decisions can execute machine learning models packaged … Continue reading

Posted in Decision Modeling, DMN, Machine Learning, PMML, Standards | Leave a comment