O'Reilly Media - Ideas

NOVEMBER 13, 2018

We recently conducted a survey which garnered more than 11,000 respondents—our main goal was to ascertain how enterprises were using machine learning. One important change outlined in the report is the need for a set of data scientists who are independent from this model-building team.

Machine Learning 92

Machine Learning Artificial Inteligence Software Review Conference 92

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. More time for development of new models.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

Existek

SEPTEMBER 28, 2023

Pursuing the primary goal of AI, developers work towards not only implementing the existing solutions but also introducing new ones. With broadened knowledge of software development and artificial intelligence, they bring the necessary skills to introduce smart and innovative solutions. Feel free to contact Existek.

Artificial Inteligence 52

Artificial Inteligence Development How To Artificial Intelligence 52

O'Reilly Media - Ideas

DECEMBER 6, 2018

To assess the state of adoption of machine learning (ML) and AI, we recently conducted a survey that garnered more than 11,000 respondents. A recent survey of close to 4,000 IT leaders across 84 countries found that more companies are starting to invest in AI and automation technologies: The level of investment depends on the company.

Technology 79

Technology Artificial Inteligence Machine Learning Hardware 79

Confluent

FEBRUARY 28, 2019

It would be very helpful for us, if you could help test the Kafka Connect Neo4j Sink in real-world Kafka and Neo4j settings, and fill out our feedback survey. We want to thank the folks from Confluent (Josh, Robin, Victoria, Chris, Nathan and Tim) for their feedback and support in developing and publishing the connector and this article.

Open Source 86

Open Source Testing Data System 86

O'Reilly Media - Ideas

JULY 28, 2020

Qualitative experiments, including research surveys and sociological studies, can be very useful here. For example, many companies use recommendation engines to boost sales. But if your product is highly specialized, customers may come to you knowing what they want, and a recommendation engine just gets in the way.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

O'Reilly Media - Ideas

FEBRUARY 11, 2020

Those suspicions were confirmed when we quickly received more than 1,900 responses to our mid-November survey request. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality.

Weak Development Team 129

Weak Development Team Data Technical Review Survey 129

Agile Engine

APRIL 2, 2024

64% of outsourced services worldwide are accounted for by software development. 76% of executives participating in Deloitte’s latest outsourcing survey claimed that their IT services were delivered via third-party models. In 2024, the software development industry in Poland is forecasted to reach a market size of €8.3

UI/UX 52

UI/UX Development Software Development Quality Assurance 52

O'Reilly Media - Ideas

FEBRUARY 18, 2020

True, it might seem difficult to reconcile R’s decline with strong interest in AI and ML, but consider two factors: first, ML and statistics are not the same thing, and, second, R is not, primarily, a developer-oriented language. The results for data-related topics are both predictable and—there’s no other way to put it—confusing.

Technical Review 140

Technical Review Microservices Data Engineering Architecture 140

CIO

APRIL 24, 2023

After stints as a call center representative and claims adjuster, Merola got wind of the HartCode Academy, an internal program designed to help nontechnical employees make the leap into software development. Gartner expects demand for tech talent to continue to outstrip supply through 2026 based on its IT spending forecasts.

Technical Advisors 279

Technical Advisors Training Recruiting Programming 279

O'Reilly Media - Ideas

MARCH 18, 2020

Last year, when we felt interest in artificial intelligence (AI) was approaching a fever pitch, we created a survey to ask about AI adoption. When we analyzed the results , we determined the AI space was in a state of rapid change, so we eagerly commissioned a follow-up survey to help find out where AI stands right now.

Enterprise 134

Enterprise Survey Technical Review Weak Development Team 134

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. That wouldn’t be surprising, since both surveys were publicized through our mailing lists—and some people like responding to surveys. Are companies farther along in AI adoption?

Enterprise 114

Enterprise Artificial Inteligence Government Budget 114

O'Reilly Media - Ideas

JULY 15, 2020

So we did what we usually do: we ran a survey. The survey ran from January 31, 2020 through February 29; we had 1502 respondents from the readers of our mailing lists. Software engineers comprise the survey audience’s single largest cluster, over one quarter (27%) of respondents (Figure 1). Are they having success?

Microservices 141

Microservices Weak Development Team Survey Architecture 141

Altexsoft

NOVEMBER 7, 2022

You can hardly compare data engineering toil with something as easy as breathing or as fast as the wind. The platform went live in 2015 at Airbnb, the biggest home-sharing and vacation rental site, as an orchestrator for increasingly complex data pipelines. How data engineering works. What is Apache Airflow?

Weak Development Team 52

Weak Development Team Technical Review Software Review Systems Review 52

Altexsoft

SEPTEMBER 28, 2021

web development, data analysis. machine learning , DevOps and system administration, automated-testing, software prototyping, and. Source: Python Developers Survey 2020 Results. To be exact, it’s third only to JavaScript and HTML/CSS, among the most popular technologies in the Stackoverflow survey.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94

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.

Trends 137

Trends Technical Review Technology Software Review 137

CIO

FEBRUARY 26, 2024

Education starts with prompt engineering, the art and science of framing prompts that steer Large Language Models (LLMs) towards desired outputs. Eighty-seven percent of IT leaders Dell surveyed 2 said they would like prompt engineering training for themselves, their teams, or both. Generative AI

Generative AI 278

Generative AI Artificial Inteligence Company Data Engineering 278

O'Reilly Media - Ideas

MARCH 2, 2020

If you were involved with professional programming in the 80s and 90s, you may remember how radical it was (and, in many shops, still is) to put software developers in touch with users and customers. It’s not about getting software developers to write code faster. Data quality might get worse before it gets better.

Agile 21

Agile Artificial Inteligence Weak Development Team SCRUM 21

Altexsoft

OCTOBER 3, 2019

In January 2018, The US Bureau of Labor Statistics conducted an employee tenure survey. If you plan to consider data that candidates or current employees share on social media sites, add these portals in your list. Also, make sure you have the right to access and use individual-level data collected by external survey companies.

Analytics 16

Analytics Company Off-The-Shelf How To 16

Mobilunity

MAY 20, 2023

Statista created a poll to find out what percentage of software engineers are female , and the results were intimidating: In 2022, 91.88 percent of software developers were men, according to a global poll, with only 5% of responders being female. The problem is not exclusive to the field of software development.

Technical Review 52

Technical Review Fractional CTO CTO Artificial Inteligence 52

O'Reilly Media - Ideas

APRIL 2, 2019

We are still in the early days for tools supporting teams developing machine learning models. As software development begins to resemble ML development over the next few years, we expect to see more investments in tools. Traditional software developers have long had tools for managing their projects.

Machine Learning 87

Machine Learning Artificial Inteligence Government Tools 87

O'Reilly Media - Ideas

JANUARY 25, 2022

What developments represent new ways of thinking, and what do those ways of thinking mean? What are the bigger changes shaping the future of software development and software architecture? What does that mean, and how is it affecting software developers? First, our data is biased by our customer base.

Trends 111

Trends Technical Review Technology Artificial Inteligence 111

Altexsoft

MARCH 14, 2023

That’s why some MDS tools are commercial distributions designed to be low-code or even no-code, making them accessible to data practitioners with minimal technical expertise. This means that companies don’t necessarily need a large data engineering team. Data democratization. Data sources component in a modern data stack.

Data 59

Data Technical Review Software Review Artificial Inteligence 59