Four AI Ethics Issues To Confront Right Now
Machine learning is not a new tech development, but the ethical issues artificial intelligence presents are at their most historically pressing moment. There are multiple...
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Detecting Hidden Fraud Risk from Public Data
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 system...
Contextually Intelligent NLP Assistants – AI’s Next Big Technical Challenge
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. ...
Understanding the applications of Probability in Machine Learning
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 linear algebr...
Machine Learning and Deep Learning Textbook – Cornell University
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 of Dim...
Jupyter Notebooks: Fundamentals of Machine Learning and Deep Learning
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 Su...
Fun Math: Infinite Nested Radicals of Random Variables – Connection with Fractals and Brownian Motions
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: I tried to mak...
Comparing Data Sets in One Picture
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 data means that you know t...
Digital Transformation Horizon 1 to Horizon 3: When Is Innovation Really Innovation?
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 master Garry Kasparov in 1997...
How to Become a Data Scientist on your Own
Originally posted by Zeeshan Usmani in May 2015. Big Data, Data Sciences, and Predictive Analytics are the talk of the town and it doesn’t matter which town you are r...