Author: Igor Alcantara Close your eyes and think of “apple.” What popped into your mind? A crisp fruit? Maybe the company with the bitten logo? Maybe your grandmother’s pie, or Steve Jobs in a black turtleneck? In my case, the Beatle's recording label after they left Parlophone? That chain reaction, one idea sparking a web of others; is how the human brain works. Neuroscientists call it associative memory : our neurons form networks where one concept lights up another. When w

Author: Igor Alcantara I just published a comprehensive white paper that tackles one of the most expensive problems in business today: analytics projects that nobody uses. The Real Problem Hiding in Plain Sight Most organizations think their analytics initiatives fail because of technical issues: bad data, wrong platform, poor visualizations. But that's not what kills projects. The real culprit? Poor adoption. Up to 87% of data science projects never reach production, and 60-

Author: Igor Alcantara Every dataset has a bit of Dr. Jekyll and Mr. Hyde in it. On the surface, it might look like one thing, but underneath it can take on multiple identities depending on how you examine it. In fact, sometimes it’s not just two identities; it’s ten. That’s where classification comes in. Unlike regression, my previous article, which predicts how much or how many, classification sorts data into categories, revealing its hidden personas. Sometimes the split i