Finding insights with graph analytics
Originally posted here. From detecting anomalies to understanding what are the key elements in a network, or highlighting communities, graph analytics reveal...
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One Shot Learning and Other Strategies for Reducing Training Data
Summary: Not enough labeled training data is a huge barrier to getting at the equally large benefits that could be had from deep learning applications. Here are five st...
A Blast from Python Past
I had an interesting discussion with one of my son’s friends at a neighborhood gathering over the holidays. He’s just reached the halfway point of a Chicago-a...
Machine Learning for Transactional Analytics: Customer Life time Value v/s Acquisition Cost
Understanding customer transactional behaviour pays well for any business. With the tsunami of start ups in recent times and the immense money flow in businesses, custome...
Best dynamically-typed programming languages for data analysis
One can seriously argue about what programming language is the best for data analysis, but there is one universal metric that can define your choice: speed of calculation...
Data-driven Marketing Strategy: Spatial Analytics for Micro-marketing
Data-driven Marketing Strategy: Spatial Analytics for Micro-marketing Organizations, often in their me-too hurry to adopt a new technology, just pour their old-wine (data...
New Home Sales Projection: A Time Series Forecasting
1. Background New home construction plays a significant role in housing economy, while simultaneously impacting other sectors such as timber, furniture and home appliance...
How to Flourish in Industry 4.0, the Fourth Industrial Revolution
Call it a “Forrest Gump moment;” an instance of being in the right place at the right time for no other reason than just plain luck. A “Forrest Gump moment” is ...
Mining Customer Reviews to drive Business Growth
A passionate customer always provides feedback about his favorite product if it touches his emotional chord. Product review contains wealth of information. Analyzing the ...
Finding the Unfound
Interesting nowadays is integration, the idea preconized by Intrinsic Vagueness it is either synthetisers or specifiers. Our age demands agility, and novelty 24/7. We do...