The Best of Data Science Central
8 most popular Data Science Central articles, as voted by our community.
Part of the DSC Community and TechTarget, our focus is on data science, ML, AI, deep learning, dataviz, Hadoop, IoT and BI.
Data Science Central on Big Data
80+ Free Data Science Books
An archive of all O'Reilly data ebooks is available below for free download. Dive deep into the latest in data science and big data, compiled by O'Reilly edito…
Data Science Central on Data Science
29 Statistical Concepts Explained in Simple English
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow,…
Math for Data Science in One Picture: What do you REALLY need to study?
In my last blog post, I covered the statistics you need to know for data science. But of course, stats isn't the only math related knowledge you need. Rather t…
Data Science Central on Digital Transformation
Digital Transformation Requires Redefining Role of Data Governance
I’m overjoyed to announce the release of my latest book “The Economics of Data, Analytics, and Digital Transformation.” The book takes many of the concepts d…
«If your governance practice relies upon cajoling and begging others to comply, then your governance practice has already failed»
Data Science Central on Reinforcement Learning
Introduction to Various Reinforcement Learning Algorithms
This article was written by Steeve Huang. Reinforcement Learning (RL) refers to a kind of Machine Learning method in which the agent receives a delayed rewar…
These are some all-time favorites with Refind users.
Top 10 Projects for Data Science and Machine Learning
Building machine learning projects can give you a much more comprehensive education about how they work.
Understanding the Value of Bayesian Networks
Machine learning algorithms are based on correlation – they do not specify cause and effect relations. Increasingly, Hence, Causality (cause and effect relations) is an important theme – missing in…
IoT Proves an Essential Component In Managing Traffic in Smart Cities
The urban population across the world is increasing rapidly, leading to several challenges such as sanitation, traffic congestion, environmental imbalance, pollution, and others. Rapid urbanization…
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