From Infinite Matrices to New Integration Formula
This is another interesting problem, off-the-beaten-path. It ends up with a formula to compute the integral of a function, based on its derivatives solely. For simplici...
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3 Types of Regression in One Picture
Interesting picture comparing linear, logistic and Poisson regression, found here. For more about regression, read our other articles on this subject, here. For other ML ...
Probability Cheat Sheet – Harvard University
Below is an extract of a 10-page cheat sheet about probability, compiled by William Chen (http://wzchen.com) and Joe Blitzstein, with contributions from Sebastian Chiu, Y...
Free Hosted Dashboards in IBM Watson Studio
The Data Scientist Need for Hosted Dashboards As data people, we very typically spend a great deal of time summarizing our findings to stakeholders in a clear, concise an...
Machine Learning, Deep Learning, and AI Terminology for the Layman
Here is one of the most viral videos about data science posted in the last few months, with over 500,000 views. I could not locate the original copy; I found it in a re-t...
DSC Podcast Series: Balancing AI Endeavors with Analytic Talent
The cost of exploring and implementing AI technology can be significant. Some of this cost is associated with gathering and digitizing data and procuring software and har...
DSC Podcast Series: Black Box Perception
Modern machine learning is gaining traction across a wide range of industries. However, depending on the application of these analytical models, they can be subject to a ...
Where and How is AI Actually Being Adopted
Summary: Adoption of AI/ML by larger companies has more than doubled since last year according to these survey results from McKinsey and Stanford’s Human-Centered AI ...
19 Great Articles About Natural Language Processing (NLP)
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, c...
Python machine learning libraries
Introduction This blog is a part of the learn machine learning coding basics in a weekend . We recommend the book Python Data Science Handbook by Jake VanderPlas There ar...