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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

If $Y$ at that point is (statistically and practically) significantly better than our current operating point, and that point is deemed acceptable, we update the system parameters to this better value. And we can keep repeating this approach, relying on intuition and luck. Why experiment with several parameters concurrently?

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13 IT resolutions for 2024

CIO Business Intelligence

With AI being the talk of 2023, [there were questions on] how do we, as a company, handle its adoption, governance, and education about it to our employees,” he says. He plans to scale his company’s experimental generative AI initiatives “and evolve into an AI-native enterprise” in 2024. Statistics can be very misleading.

IT 144
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Achieving cloud excellence and efficiency with cloud maturity models

IBM Big Data Hub

” Given the statistics—82% of surveyed respondents in a 2023 Statista study cited managing cloud spend as a significant challenge—it’s a legitimate concern. Teams are comfortable with experimentation and skilled in using data to inform business decisions.

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6 generative AI hazards IT leaders should avoid

CIO Business Intelligence

And in addition to having generative AI cite the sources of key information, consider ways to highlight elements that are important to double check, like dates, statistics, policies, or precedents that are being relied on. Human reviewers should be trained to critically assess AI output, not just accept it at face value.”

IT 125
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Unleashing the power of Presto: The Uber case study

IBM Big Data Hub

Presto provides a long list of functions, operators, and expressions as part of its open source offering, including standard functions, maps, arrays, mathematical, and statistical functions. Data Exploration and Innovation: The flexibility of Presto has encouraged data exploration and experimentation at Uber.

OLAP 88
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Review: Stefanie Posavec’s “Dataviz Drawing Class”

Depict Data Studio

About the Instructor: Stefanie Posavec According to Stefanie’s website , she is “a designer, artist, and author exploring experimental approaches to communicating data and information to all ages and audiences.” Possibly in June 2023! I like to lie to myself and pretend that I can set aside time for learning, but I can’t.

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Getting ready for artificial general intelligence with examples

IBM Big Data Hub

LLMs like ChatGPT are trained on massive amounts of text data, allowing them to recognize patterns and statistical relationships within language. Achieving these feats is accomplished through a combination of sophisticated algorithms, natural language processing (NLP) and computer science principles.