Data science development is very different from software development, and getting the two to mesh is sometimes like trying to cobble together Tinker Toys with… Read More »Why Is Data Science Different than Software Development? It Starts with Data…Lots o’ DATA!!
Python Machine Learning – Second Edition by Sebastian Raschka & Vahid Mirjalili The first edition of this book, is a balance of classical ideas and… Read More »Expert Insight Book on Machine Learning
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers,… Read More »11 Great Articles about Stochastic Processes and Related Topics
Yann LeCun, Leon Bottou, Yosuha Bengio and Patrick Haffner proposed a neural network architecture for handwritten and machine-printed character recognition in 1990’s which they called… Read More »LeNet-5 - A Classic CNN Architecture
Data visualization is a general term that describes any effort to help people understand the significance of data by placing it in a visual context.… Read More »Creating a Great Information Dashboard
Summary: Advanced analytics and AI are the fourth great lever available to create organic improvement in corporations. We’ll describe why this one is different from… Read More »Advanced Analytics – The Fourth Great Lever of Corporate Change
In this post, we explore some broad guidelines for selecting machine learning models The overall steps for Machine Learning/Deep Learning are: Collect… Read More »How to Choose a Machine Learning Model – Some Guidelines
Convolutional neural network – In this article, we will explore our intuitive explanation of convolutional neural networks (CNNs) on high level. CNN are inspired by the… Read More »Everything You Need to Know About Convolutional Neural Networks
Something I learned during my graduate studies is that jails – like the old Don Jail as it once existed in Toronto (photographed by me… Read More »Social Complacency Model of Personal Privacy – The Faulty Discourse
Given the touting of recent analytic and machine learning results in healthcare, why haven’t doctors been replaced by computers yet? The truth is that there… Read More »AI in Healthcare – Ethical Considerations
