The Hundred-Page Machine Learning Book
New book, in progress. By Andriy Burkov, Machine Learning Team Leader at Gartner. The following chapters are currently available: Foreword Chapter 1: Introduction Part I...
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Turning Your Culture Into a Design Culture
Design is very easy to comprehend when you are building customer-centric products or services. Heck, it makes total sense to start from the customer perspective and to us...
R, Python, SQL, etc. Steve Miller's Retrospective.
Steve has 40 years experience in consulting services surrounding BI, statistics, analytics, and data science. His most recent position was President of Inquidia Consulti...
The Halley’s comet Data Scientist
Image source: Wikipedia Introduction This post is about how not to be the Halley’s comet Data Scientist i.e. to keep yourselves motivated in your Data Science journey T...
Deep Learning Networks: Advantages of ReLU over Sigmoid Function
This was posted as a question on StackExchange. The state of the art of non-linearity is to use rectified linear units (ReLU) instead of sigmoid function in deep neural n...
Machine Learning Guide and Tutorial for Software Engineers
This article was written by Nam Vu on GitHub. What is it? This is my multi-month study plan for going from mobile developer (self-taught, no CS degree) to machine l...
DSC Webinar Series: State of the Art Deep Learning on Apache Spark™
Big data and AI are joined at the hip: the best AI applications require massive amounts of constantly updated training data to build state-of-the-art models. Increasingly...
Cool Problems in Probabilistic Number Theory and Set Theory
Here are a few off-the-beaten-path problems at the intersection of computer science (algorithms), probability, statistical science, set theory, and number theory. While t...
How to be an Artificial Intelligence (AI) Expert?
Introduction Artificial Intelligence is growing at a rapid pace in the last decade. You have seen it all unfold before your eyes. From self-driving cars to Google Brain, ...
One Trillion Random Digits
You will find here a few tables of random digits, used for simulation purposes and/or testing or integration in statistical, mathematical, and machine learning algorithms...