Outlier Detection using Apache Spark Solution Sometimes an outlier is defined with respect to a context. Whether a data point should be labeled as an outlier depends on the associated context. For a bank [...]
Detecting Anomaly in Web Server Logs with Microsoft Azure Cloud – For FREE and at one-tenth the effort! Every website has web server logs which record the intricate details of site visitors – their [...]
For quite a long time, a common opinion in academic world was that machine achieving human master performance level in the game of Go was far from realistic. It was considered a ‘holy grail’ of AI [...]
Think about the last time you flew. When you checked in, did you use a self-service option—like the airline’s website, app, or airport kiosk—to check your bags, choose your seat, and print out your [...]
BACKGROUND Introduce your business and what you do there. I work as a senior category manager at a software marketplace. We sell enterprise software as a part of a larger enterprise store or digital [...]
Auto Training and Parameter Tuning for a ScikitLearn based Model for Leads Conversion Prediction This is a sequel to my last blog on CRM leads conversion prediction using Gradient Boosted Trees as implemented in ScikitLearn. The focus of [...]
Predicting CRM Lead Conversion with Gradient Boosting using ScikitLearn Sales leads are are generally managed and nurtured in CRM systems. It will be nice if we could predict the likelihood of any lead [...]
Welcome to the Microsoft Emotion API, which allows you to build more personalized apps with Microsoft’s cutting-edge cloud-based emotion recognition algorithm. Emotion Recognition The Emotion API beta takes an image as [...]
Artificial intelligence will soon change how we conduct our daily lives. Are companies prepared to capture value from the oncoming wave of innovation? Pity the radiology department at your local hospital. Yes, they have a fine MRI [...]
The ever-present question in the minds of consumers - who is going to win the battle between online retailers and bricks-and-mortar stores? Will the bricks-and-mortar stores close down or will the online retailers [...]
