The Most Important Fundamentals of PyTorch you Should Know
Fundamentals of PyTorch – Introduction Since it was introduced by the Facebook AI Research (FAIR) team, back in early 2017, PyTorch has become a highly popular and wid...
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DSC Webinar Series: Learn How to Design and Deploy Optimization Applications
Interested in learning how to build and deploy modern optimization applications that deliver tremendous business value? In this latest Data Science Central webinar, you w...
KISS – Complex DNN Techniques are Not the Improvements They’re Reported to Be
Summary: In a comprehensive study of 18 recently presented DNN advancements in top-N recommenders, only 7 presented sufficient data to allow reproduction. Worse, of t...
Random Forest Classification explained in detail and developed in R
In supervised machine learning algorithms, Random Forest stands apart as it is arguably the most powerful classification model. When Microsoft developed their X-box game ...
DSC Webinar Series: A Collaborative Approach to Machine Learning
It’s generally accepted that you need a team with a wide variety of skills to build modern machine learning (ML) pipelines and make them operational. But what does ...
Bernouilli Lattice Models – Connection to Poisson Processes
Bernouilli lattice processes may be one of the simplest examples of point processes, and can be used as an introduction to learn about more complex spatial processes that...
DSC Webinar Series: Mapping Challenges for Self-Service Analytics
There are many tools designed to make mapping easy for anyone who wants to explore, analyze, and communicate the spatial patterns in their data. In designing these tool...
Can crime be predicted ? Does crime follow a natural rate?
Preface : Violence is a social phenomenon and has a central role to play in assessing societal developments. Does the trend of subcategories of crime indicate a shift in ...
Neuromancer Blues: Threading vs Multiprocessing
Neuromancer Blues” is a series of posts where I would like the reader to find guidance about overall data science topics such as data wrangling, database connectivi...
DSC Webinar Series: Graph Algorithms Combined with ML are Saving the World
Graph algorithms such as PageRank, community detection and similarity matching have moved from the classroom to the data scientist’s and business analyst’s to...