2019

by Hudson Hollister Detecting which of the federal government’s millions of contracts most likely involve fraud used to require insider access to agencies’ IT systems. Data… Read More »Detecting Hidden Fraud Risk from Public Data

Summary:  Contextually intelligent, NLP-based interactive assistants are one of the next big things for AI/ML.  The tech is already here from recommendation engines.  The need… Read More »Contextually Intelligent NLP Assistants – AI’s Next Big Technical Challenge

This post is part of my forthcoming book The Mathematical Foundations of Data Science. Probability is one of the foundations of machine learning (along with… Read More »Understanding the applications of Probability in Machine Learning

Another free book to learn Machine Learning. It also comes with a Youtube video series available here.  Content Machine Learning Setup k-Nearest Neighbors / Curse… Read More »Machine Learning and Deep Learning Textbook – Cornell University

Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.  Source: from the… Read More »Jupyter Notebooks: Fundamentals of Machine Learning and Deep Learning

Some original and very interesting material is presented here, with possible applications in Fintech. No need for a PhD in math to understand this article:… Read More »Fun Math: Infinite Nested Radicals of Random Variables – Connection with Fractals and Brownian Motions

Which statistical method you use to compare data sets depends on two main factors: your overall goal and the type of data you have. Parametric… Read More »Comparing Data Sets in One Picture

In the early 2000’s, IBM Deep Blue was on the lookout for its next Grand Challenge.  It had achieved an exhilarating win over chess grand… Read More »Digital Transformation Horizon 1 to Horizon 3:  When Is Innovation Really Innovation?

The process of software development is rapidly evolving with the emerging new technologies being introduced in the field. In order for any software development service… Read More »The Role of Big Data in Customer Software Development