This article was written by Sondos Atwi. What is Cross-Validation? In Machine Learning, Cross-validation is a resampling method used for model evaluation to avoid testing a model… Read More »Cross-Validation: Concept and Example in R
Originally posted here. From detecting anomalies to understanding what are the key elements in a network, or highlighting communities, graph analytics reveal information that… Read More »Finding insights with graph analytics
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. … Read More »One Shot Learning and Other Strategies for Reducing Training Data
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… Read More »A Blast from Python Past
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,… Read More »Machine Learning for Transactional Analytics: Customer Life time Value v/s Acquisition Cost
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:… Read More »Best dynamically-typed programming languages for data analysis
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) into a… Read More »Data-driven Marketing Strategy: Spatial Analytics for Micro-marketing
1. Background New home construction plays a significant role in housing economy, while simultaneously impacting other sectors such as timber, furniture and home appliances. New… Read More »New Home Sales Projection: A Time Series Forecasting
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… Read More »How to Flourish in Industry 4.0, the Fourth Industrial Revolution
A passionate customer always provides feedback about his favorite product if it touches his emotional chord. Product review contains wealth of information. Analyzing the review… Read More »Mining Customer Reviews to drive Business Growth
