MLOps and DevOps: Why Data Makes It Different
Much has been written about struggles of deploying machine learning projects to production. As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or…
The Quality of Auto-Generated Code
Kevlin Henney and I were riffing on some ideas about GitHub Copilot, the tool for automatically generating code base on GPT-3’s language model, trained on the body of code that’s…
Radar trends to watch: October 2021
The unwilling star of this month’s trends is clearly Facebook. Between reports that they knew about the damage that their applications were causing long before that damage hit the news,…
Ethical Social Media: Oxymoron or Attainable Goal?
Humans have wrestled with ethics for millennia. Each generation spawns a fresh batch of ethical dilemmas and then wonders how to deal with them. For this generation, social media has…
2021 Data/AI Salary Survey
In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. The results gave us insight into what our subscribers are paid, where…
Radar trends to watch: September 2021
Let’s start with a moment of silence for O’Reilly Author Toby Segaran, who passed away on August 11, 2021. Toby was one of the people who got the Data Science…
Rebranding Data
There’s a flavor of puzzle in which you try to determine the next number or shape in a sequence. We’re living that now, but for naming the data field. “Predictive…
A Way Forward with Communal Computing
Communal devices in our homes and offices aren’t quite right. In previous articles, we discussed the history of communal computing and the origin of the single user model. Then we…
Defending against ransomware is all about the basics
The concept behind ransomware is simple. An attacker plants malware on your system that encrypts all the files, making your system useless, then offers to sell you the key you…
Radar trends to watch: August 2021
Security continues to be in the news: most notably the Kaseya ransomware attack, which was the first case of a supply chain ransomware attack that we’re aware of. That’s new…
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