O'Reilly Media - Ideas

MARCH 1, 2023

Our goal is to find out what they’re interested in now and how that changed from 2021—and to make some predictions about what 2023 will bring. In 2021, we saw that GPT-3 could write stories and even help people write software ; in 2022, ChatGPT showed that you can have conversations with an AI. gain we saw from 2020 to 2021.

Trends 144

Trends Technical Review Technology Software Review 144

O'Reilly Media - Ideas

APRIL 19, 2021

The biggest skills gaps were ML modelers and data scientists (52%), understanding business use cases (49%), and data engineering (42%). The need for people managing and maintaining computing infrastructure was comparatively low (24%), hinting that companies are solving their infrastructure requirements in the cloud.

Enterprise 145

Enterprise Survey Weak Development Team Education 145

O'Reilly Media - Ideas

JANUARY 25, 2022

We used data from the first nine months (January through September) of 2021. A quick look at bigram usage (word pairs) doesn’t really distinguish between “data science,” “data engineering,” “data analysis,” and other terms; the most common word pair with “data” is “data governance,” followed by “data science.”

Trends 117

Trends Technical Review Technology Artificial Inteligence 117

O'Reilly Media - Ideas

MARCH 31, 2022

In December 2021 and January 2022, we asked recipients of our Data and AI Newsletters to participate in our annual survey on AI adoption. The smaller number of respondents notwithstanding, the results were surprisingly similar to 2021. We considered the possibility that the same individuals responded in both 2021 and 2022.

Enterprise 132

Enterprise Artificial Inteligence Government Budget 132

O'Reilly Media - Ideas

JANUARY 25, 2024

Content usage about design patterns increased 13% from 2021 to 2022, so this year’s decline just undoes last year’s gain. Data analysis and databases Data engineering was by far the most heavily used topic in this category; it showed a 3.6% decline, stabilizing after a huge gain from 2021 to 2022.

Trends 142

Trends Technical Review Technology Artificial Inteligence 142

Altexsoft

JULY 29, 2022

What happens, when a data scientist, BI developer , or data engineer feeds a huge file to Hadoop? Under the hood, the framework divides a chunk of Big Data into smaller, digestible parts and allocates them across multiple commodity machines to be processed in parallel. How data engineering works under the hood.

Big Data 59

Big Data Data Google Cloud Open Source 59

O'Reilly Media - Ideas

JANUARY 25, 2021

The biggest challenge facing operations teams in the coming year, and the biggest challenge facing data engineers, will be learning how to deploy AI systems effectively. It’s no surprise that the cloud is growing rapidly. Usage of content about the cloud is up 41% since last year. What’s behind this story? The result?

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145