Cross Validation in One Picture
Cross Validation explained in one simple picture. The method shown here is k-fold cross validation, where data is split into k folds (in this example, 5 folds). Blue ball...
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Xaas Business Model: Economics Meets Analytics
Digital capabilities leverage customer, product and operational insights to digitally transform business models. And nowhere is this more evident than the rush by indus...
Profiling Store Visitors
Our Telecom Client was developing a Big Data Product that will profile demography (Age, Gender, Income, Ethnicity, Marital Status) of the visitors of the stores receiving...
Lecture Notes by Andrew Ng : Full Set
The following notes represent a complete, stand alone interpretation of Stanford’s machine learning course presented by Professor Andrew Ng and originally posted ...
Google Machine Learning Glossary
This glossary defines general machine learning terms as well as terms specific to TensorFlow. Below is a small selection of the most popular entries. You can access this ...
Free Textbook: Probability Course, Harvard University (Based on R)
A free online version of the second edition of the book based on Stat 110, Introduction to Probability by Joe Blitzstein and Jessica Hwang, is now available here. Pri...
Price Forecasting: Applying Machine Learning Approaches to Electricity, Flights, Hotels, Real Estate, and Stock Pricing
When you give customers advice that can help them save some money, they will pay you back with loyalty, which is priceless. Interesting fact: Fareboom users started spe...
29 Statistical Concepts Explained in Simple English – Part 13
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
Artificial Intelligence Is Spurring Innovation In The Field Of Education!
Artificial Intelligence is spreading its wings almost everywhere. Starting from the businesses to even the agricultural fields, AI is powering the world in many ways than...
Successful Augmented Analytics Initiatives Do Not End with Implementation!
The successful implementation of an augmented analytics solution for business users is not just about choosing a cost-effective tool and completing a timely deployment, n...