11 Great Hadoop, Spark and Map-Reduce Articles
This reference is a part of a new series of DSC articles, offering selected tutorials, references/resources, and interesting articles on subjects such as deep learning, m...
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Machine Learning vs. Traditional Statistics: Different philosophies, Different Approaches
“Machine Learning (ML)” and “Traditional Statistics(TS)” have different philosophies in their approaches. With “Data Science” in the f...
22 Great Blogs Posted in the last 12 Months
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 mont...
Recurrent Neural Nets – The Third and Least Appreciated Leg of the AI Stool
Summary: Convolutional Neural Nets are getting all the press but it’s Recurrent Neural Nets that are the real workhorse of this generation of AI. We’ve paid a lot...
Classifications in R: Response Modeling/Credit Scoring/Credit Rating using Machine Learning Techniques
This article was written by Ariful Mondal. Artful is a senior manager, data science and big data analytics consultant at Tata Consultancy Services. 1. Introduction Th...
DSC Top Resources
Here is our updated list of top Data Science Central (DSC) resources, including reference articles and tutorials, top categories, tools and techniques, as well as several...
What is DS-BuDAI?
What is DS-BuDAI? Data science[1] (covering data mining and related practices) is a multidisciplinary field that requires knowledge of a number of different skills, pract...
11 Great Hadoop, Spark and Map-Reduce Articles
This reference is a part of a new series of DSC articles, offering selected tutorials, references/resources, and interesting articles on subjects such as deep learning, m...
How To Implement Machine Learning Algorithm Performance Metrics From Scratch With Python
This article was written by Jason Brownlee. Jason is the editor-in-chief at MachineLearningMastery.com.He has a Masters and PhD in Artificial Intelligence, has publish...
More on 3rd Generation Spiking Neural Nets
Summary: Here’s some background on how 3rd generation Spiking Neural Nets are progressing and news about a first commercial rollout. Recently we wrote about the devel...