Tag: data quality

Artificial Intelligence at the Speed of Caution

AI is advancing so fast that even the experts have a tough time keeping up. I’m not talking about the progress towards Artificial General Intelligence (AGI), but rather the speed at which new AI-enabled tools, use cases, technologies, and terminologies are being deployed. Every day there is an updated...

Elon Musk Does Not Understand Data Modeling

Over the past few days, Elon Musk made a bold and likely false claim that the Social Security Administration (SSA)’s incompetence regarding data management has caused fraudulent spending of government funds. The phrasing of the tweet points to one of four conclusions: There are many valid reasons for having...

Poor Data Quality Destroys Machine Learning Models

Whether it is Alexa answering a question or Elon preaching self-driving cars, business leaders see exciting machine learning use cases everywhere they look. The hype around artificial intelligence (AI) and machine learning (ML) is staggering. So much of the mainstream discussion centers around these exciting applications, but they often...