Hypothesis Development Canvas Version 0.4
In the blog “Data Science ‘Paint by the Numbers’ with the Hypothesis Development…,” I introduced the Hypothesis Development Canvas as a tool for linking an ...
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Building Shiny Apps: Tutorial
This article was posted by Dean Attali. Dean is currently an R-Shiny consultant. Shiny is a package from RStudio that can be used to build interactive web pages with R....
Reinforcement Learning: Super Mario, AlphaGo and beyond
Most of the literature we find on machine learning talks about two types of learning techniques – supervised and unsupervised. Supervised learning is where we have a ...
Free eBook: Enterprise AI – An Applications Perspective
By Ajit Jaokar and Cheuk Ting Ho. Exclusively for Data Science Central members, with free access. You can download this book (PDF) here. Introduction Enterprise AI: An ...
DSC Webinar Series: Deep Learning – Training your Neural Network
In this latest Data Science Central webinar, we will cover the principles for training your neural network including activation and loss functions, batch sizes, data norm...
Automated Deep Learning – So Simple Anyone Can Do It
Summary: There are several things holding back our use of deep learning methods and chief among them is that they are complicated and hard. Now there are three platfo...
Automated Deep Learning – So Simple Anyone Can Do It
Summary: There are several things holding back our use of deep learning methods and chief among them is that they are complicated and hard. Now there are three platfo...
Number Representation Systems Explained in One Picture
Back to the basics. Here we are dealing with the oldest data set, created billions of years ago — the set of integers — and mostly the set consisting of two n...
26 Great Articles and Tutorials about Regression Analysis
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
Automated Driving: How will it affect me?
Contributed by David Richard Steinmetz. He enrolled in the NYC Data Science Academy 12-week full time Data Science Bootcamp program taking place between July 5th to Sept...