Altexsoft

JULY 23, 2020

Living in the shadow, this stage, according to the recent study , eats up 25 percent of data scientists time. The same survey shows that putting a model from a research environment to production — where it eventually starts adding business value — takes between 8 to 90 days on average. Data validation. Data preparation.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

Altexsoft

SEPTEMBER 28, 2021

web development, data analysis. Source: Python Developers Survey 2020 Results. This distinguishes Python from domain-specific languages like HTML and CSS limited to web design or SQL created for accessing data in relational database management systems. 2021 Stackoverflow survey of the most popular technologies.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94

O'Reilly Media - Ideas

MARCH 1, 2023

JavaScript shows up at, or near, the top on most programming language surveys, such as RedMonk’s rankings (usually in a virtual tie with Java and Python). Data Data is another very broad category, encompassing everything from traditional business analytics to artificial intelligence. year-over-year decline.

Trends 134

Trends Technical Review Technology Software Review 134

Altexsoft

DECEMBER 14, 2022

delivering microservice-based and cloud-native applications; standardized continuous integration and delivery ( CI/CD ) processes for applications; isolation of multiple parallel applications on a host system; faster application development; software migration; and. Source: Stack Overflow Developer Survey 2022.

Weak Development Team 52

Weak Development Team Linux Operating System Virtualization 52

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 certainly true of our audience as a whole.

Trends 110

Trends Technical Review Technology Artificial Inteligence 110

O'Reilly Media - Ideas

JUNE 19, 2019

Our surveys over the past couple of years have shown growing interest in machine learning (ML) among organizations from diverse industries. Other noteworthy items include: Tools for continuous integration and continuous testing of models. A model is not “correct” if it returns a valid value—it has to meet an accuracy bar.

Government 80

Government Artificial Inteligence Machine Learning Testing 80

Altexsoft

DECEMBER 15, 2021

The rest is done by data engineers, data scientists , machine learning engineers , and other high-trained (and high-paid) specialists. Also called DevOps for machine learning, MLOps is a mix of philosophy and practices that facilitates mutual understanding between a data science team and operations specialists.

Machine Learning 59

Machine Learning Artificial Inteligence How To Azure 59