Artificial Intelligence Data Engineering Microservices Web Development 
O'Reilly Media - Ideas
JANUARY 25, 2024
While we like to talk about how fast technology moves, internet time, and all that, in reality the last major new idea in software architecture was microservices, which dates to roughly 2015. Microservices saw a 20% drop. Many developers expressed frustration with microservices during the year and argued for a return to monoliths.
O'Reilly Media - Ideas
FEBRUARY 18, 2020
This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. The laggard use case was Python-based web development frameworks, which grew by just 3% in usage, year over year. Figure 3 (above).
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O'Reilly Media - Ideas
MARCH 1, 2023
Content about software development was the most widely used (31% of all usage in 2022), which includes software architecture and programming languages. Software development is followed by IT operations (18%), which includes cloud, and by data (17%), which includes machine learning and artificial intelligence.
O'Reilly Media - Ideas
JANUARY 25, 2022
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.” That’s no longer true. Programming Languages.
O'Reilly Media - Ideas
JANUARY 25, 2021
We’ll be working with microservices and serverless/functions-as-a-service in the cloud for a long time–and these are inherently concurrent systems. 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.
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