News
I Stole a Wall Street Trick to Solve a Google Trends Data Problem
2+ hour, 13+ min ago (1635+ words) A methodology for comparing Google Trends data across countries. Google Trends is a god-send for market research. If you want to understand interest in a particular term you can just look it up and see how it's changing over time....
The AI Bubble Has a Data Science Escape Hatch
2+ day, 9+ hour ago (1355+ words) While $400 billion chases generative AI, five classical skills are becoming the scarcest resource in tech. I spent four years forecasting roughly $50 billion in advertising revenue using econometrics, time-series models, and causal inference. When a senior VP asked how confident we…...
The Data Team’s Survival Guide for the Next Era of Data
3+ day, 7+ hour ago (1697+ words) 6 pillars to declutter your stack, escape the service trap, and build the missing foundations for the new primary data consumer: the AI agent. We've reached a strange crossroads in the data world. On one hand, there is a universal recognition…...
How Human Work Will Remain Valuable in an AI World
4+ day, 10+ hour ago (1430+ words) Publish AI, ML & data-science insights to a global community of data professionals. The Road to Reality " Episode 1 There's a narrative dominating the AI debate right now: that AI is going to replace all of us, that jobs will disappear within…...
Escaping the Prototype Mirage: Why Enterprise AI Stalls
5+ day, 8+ hour ago (515+ words) Publish AI, ML & data-science insights to a global community of data professionals. Too many prototypes, too few products Building autonomous agents has been a breeze. But the question remains: if building is so frictionless today, why are enterprises seeing a…...
I Quit My $130,000 ML Engineer Job After Learning 4 Lessons
6+ day, 8+ hour ago (1439+ words) Publish AI, ML & data-science insights to a global community of data professionals. What they don't tell you about "dream tech jobs" Today was my last day working as a machine learning engineer at a Big Tech company. On paper, I…...
Exciting Changes Are Coming to the TDS Author Payment Program
1+ week, 8+ hour ago (390+ words) Publish AI, ML & data-science insights to a global community of data professionals. Authors can now benefit from updated earning tiers and a higher article cap A year since the launch of the TDS Author Payment Program, we couldn't be more…...
Stop Asking if a Model Is Interpretable
1+ week, 3+ day ago (781+ words) Publish AI, ML & data-science insights to a global community of data professionals. Start asking what question the explanation should answer Most discussions about interpretability in AI start with the wrong question. Researchers, practitioners, and even regulators often ask whether a…...
Generative AI, Discriminative Human
1+ week, 3+ day ago (1698+ words) Publish AI, ML & data-science insights to a global community of data professionals. How to think critically about AI in an ocean of hype Doom scrolling through social media to read AI news today is like a Rorschach Inkblot test: whatever…...
The Gap Between Junior and Senior Data Scientists Isn’t Code
1+ week, 3+ day ago (1252+ words) Publish AI, ML & data-science insights to a global community of data professionals. Why my obsession with complex algorithms was actually holding my career back. If you spend five minutes on LinkedIn or X, you'll notice a loud debate in the…...