Here we describe a simple methodology to produce predictive scores that are consistent over time and compatible across various clients, to allow for meaningful comparisons… Read More »How to Stabilize Data Systems, to Avoid Decay in Model Performance
It all depends on the classes that you attended. Some are worth listing, some are best not to mention. Here I review of few of… Read More »Should you Add your Coursera, Udacity, or DataCamp Training to your Resume?
In practice, the Data Scientist wants to know which formula they will write in their Excel sheet when they enter all the data available into… Read More »And Monty Hall Went Bayesian…
Image recognition and classification is a rapidly growing field in the area of machine learning. In particular, object recognition is a key feature of image… Read More »Image Recognition with Keras: Convolutional Neural Networks
Grab a copy of The Elements of Statistical Learning (“the machine learning bible”) and you might be a little overwhelmed by the mathematics. For example, this… Read More »Math You Don't Need to Know for Machine Learning
This article was written by Jason Brownlee. Artificial neural networks have two main hyperparameters that control the architecture or topology of the network: the number… Read More »How to Configure the Number of Layers and Nodes in a Neural Network
This article was written by Enda Ridge. Data Scientists need to communicate without jargon so customers understand, believe and care about their recommendations. Here is a… Read More »Data Science Jargon Explained to the Layman
This article was written by Vitaly Shmatikov. Machine learning is eating the world. The abundance of training data has helped ML achieve amazing results for… Read More »What Are Machine Learning Models Hiding?
It wasn’t too long ago when somebody said to me, “You do reports when you get to doing them.” To me, this position is most… Read More »Redefining the Role of Data
There are several technology and business forces in-play that are going to derive and drive new sources of customer, product and operational value. As a set… Read More »How the Economics of Data Science is Creating New Sources of Value
