Distillation of Deepnets
Training modern deepnets can take an inordinate amount of time even with the best GPU hardware available. Inception-3 on ImageNet 1000 using 8 NVIDIA Tesla… Read More »Distillation of Deepnets
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An Intro to Predictive Analytics: Can I predict the future?
At Grakn Labs we love technology. Here is our December 15th edition by Filipe Pinto Teixeira, where he looked back at Predictive Analytics. ***** Today’s techie… Read More »An Intro to Predictive Analytics: Can I predict the future?
Curriculum Guidelines for Undergraduate Programs in Data Science
This announcement was published by the American Statistical Association. The Park City Math Institute (PCMI) 2016 Summer Undergraduate Faculty Program met for the purpose of… Read More »Curriculum Guidelines for Undergraduate Programs in Data Science
Generative Adversarial Networks (GANs) Explained in Layman Terms
NIPS2016 (Neural Information Processing System) is an annual event that attracts the best and the brightest of the field of Machine Learning both from academia as… Read More »Generative Adversarial Networks (GANs) Explained in Layman Terms
The Perceptron Algorithm explained with Python code
1. Introduction Most tasks in Machine Learning can be reduced to classification tasks. For example, we have a medical dataset and we want to classify… Read More »The Perceptron Algorithm explained with Python code
ALDI – A New Paradigm for Integrating Marketing Analytics with Data Science
Owing to the data deluge and the Cambrian explosion of machine learning techniques over the past decade, one might have expected the transformation of marketing… Read More »ALDI – A New Paradigm for Integrating Marketing Analytics with Data Science
Where are developers looking next?
As part of the research underpinning Developer Economics we actively monitor industry trends and opportunities, looking for new areas of significant developer interest. In our… Read More »Where are developers looking next?
What are the Big Guys Using?
Summary: The largest companies utilizing the most data science resources are moving rapidly toward more integrated advanced analytic platforms. The features they are demanding are… Read More »What are the Big Guys Using?
Top 30 Data Science Articles of the Year
As we approach 2017, we have compiled a list of the most popular data science, machine learning, deep learning and related articles published on DSC… Read More »Top 30 Data Science Articles of the Year
Preambles and Future Directions
I will be using this blog to assemble a number of different concepts that I introduced over many years in previous blogs (indicated in bold);… Read More »Preambles and Future Directions