Free Book: A Comprehensive Guide to Machine Learning (Berkeley University)
By Soroush Nasiriany, Garrett Thomas, William Wang, Alex Yang. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley. Dated June ...
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NLP Picks Bestsellers – A Lesson in Using NLP for Hidden Feature Extraction
Summary: 99% of our application of NLP has to do with chatbots or translation. This is a very interesting story about expanding the bounds of NLP and feature creation...
Difference between Gradient Descent and Newton-Raphson
Below are some extracts from an interesting Quora discussion on this topic. Quotes: The gradient descent way: You look around your feet and no farther than a few meters f...
Lightweight but effective way of documenting a group of Jupyter Notebooks
My app Qubiter has a folder full of Jupyter notebooks (27 of them, in fact). Opening a notebook takes a short while, which is slightly annoying. I wanted to give Qubiter ...
New Book: Data Science for Healthcare – Methodologies and Applications
This Springer book seeks to promote the exploitation of data science in healthcare systems. The focus is on advancing the automated analytical methods used to extract new...
Why Every Hadoop Professional Needs Data Science Skills?
Value of adopting Data Science Skills Data Science is responsible to provide meaning to the large amounts of complex data called big data. It involves different fields of...
NLP vs. NLU: from Understanding a Language to Its Processing
As artificial intelligence progresses and technology becomes more sophisticated, we expect existing concepts to embrace this change — or change themselves. Simi...
Artificial Intelligence Starts with Trusting Your Data
Artificial Intelligence (AI) and the technologies associated with it have disrupted the market and created room for bigger and better opportunities. Based on the insights...
Most Popular Content on DSC
We have been in existence for over 10 years now, with content in many different places, lists, categories, and databases. This is an attempt to put everything together in...
A/B testing in One Picture
A non-technical look at A/B testing, based on Dan Siroker & Pete Koomen’s book, A / B Testing, The Most Powerful Way to Turn Clicks Into Customers. Perhaps th...