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. growth over 2021.

Trends 134

Trends Technical Review Technology Software Review 134

O'Reilly Media - Ideas

JANUARY 25, 2021

Sometimes they’re only apparent if you look carefully at the data; sometimes it’s just a matter of keeping your ear to the ground. Trendy, fashionable things are often a flash in the pan, forgotten or regretted a year or two later (like Pet Rocks or Chia Pets ). In either case, there’s a difference between “trends” and “trendy.”

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145

OpenCredo

MARCH 20, 2020

It is recommended that a pragmatic approach is taken here and that access control changes are handled in a simple and transparent fashion with clear expectations set around timescales. Data Engineering. Data engineering involves getting the right data, to the right place, at the right time and in the right format.

Cloud 40

Cloud Data Weak Development Team Compliance 40

BPM

JANUARY 18, 2019

Now we’re seeing AI dominating the conversations (without a lot of actual adoption in the early majority), and RPA creating a lot of buzz, though companies adopting it are starting to realize that scaling an RPA based automation architecture is flawed by design. This requires a new architecture capable of true scale and speed.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

O'Reilly Media - Ideas

JULY 28, 2020

Fair warning: if the business lacks metrics, it probably also lacks discipline about data infrastructure, collection, governance, and much more.) For example, an AI product that helps a clothing manufacturer understand which materials to buy will become stale as fashions change. Modeling and Evaluation.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

O'Reilly Media - Ideas

JANUARY 25, 2022

What are the bigger changes shaping the future of software development and software architecture? 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 110

Trends Technical Review Technology Artificial Inteligence 110

Kentik

SEPTEMBER 24, 2015

Before Kentik, network visibility has been dominated by single or multi-tier appliance architectures. As the volume of network metric data grows exponentially, the inadequacy of these prior approaches has become obvious. In my observation the value of programmatic approaches like the above is often overlooked.

Network 40

Network Cloud Big Data Policies 40

Altexsoft

NOVEMBER 9, 2021

Consider applying this approach if you work in a less stable environment, e.g., automotive market, fashion, or food products. However, you have to remember that ML approaches are about building and maintaining complicated data infrastructures which requires significant investment and computing power. Extract data.

Analytics 52

Analytics Software Review Systems Review Technical Review 52

Coforge

AUGUST 20, 2019

In the digital communities that we live in, storage is virtually free and our garrulous species is generating and storing data like never before. And, with exponentially increasing computing power and newer chip architectures, Machine Learning (ML) has emerged as a powerful technique for building models over Big Data to predict outcomes.

Machine Learning 8

Machine Learning Artificial Inteligence Enterprise Software Review 8

Altexsoft

SEPTEMBER 20, 2019

In plain language, BI is a set of tools and methods to extract raw data from its source, transform it, load into a unified storage, and present to the user. Everything that happens before the actual data is presented in a visual form can be considered as the underlying infrastructure, what’s called data pipeline.

Business Intelligence 18

Business Intelligence Tools Data Analytics 18