Best Machine Learning Tools for Data Prediction
admin Twelve years ago, I sat in a cramped conference room trying to explain to a skeptical CFO why our regression models kept missing quarterly revenue predictions by embarrassing margins. Our…
AI in Machine Learning and Data Science
How to Use AI for Data Classification and Clustering
Three years ago, I was brought onto a project that seemed straightforward enough: help a mid-sized retailer understand their customer base better. They had transaction data going back seven years,…
AI Tools for Automated Data Preprocessing
Anyone who’s spent time in the data trenches knows the dirty secret of analytics and machine learning: the work isn’t glamorous. For every impressive model deployment or insight-generating dashboard, there…
Machine Learning AI to Improve Business Analytics
Three years ago, I sat in a conference room watching a retail client’s analytics team present their quarterly customer insights. They’d spent six weeks preparing the report. Fifty-seven PowerPoint slides.…
AI-Based Anomaly Detection in Datasets
There’s a moment I’ll never forget from early in my career. I was working on a data pipeline for a financial services client when I noticed something odd in the…