Analytics Vidhya

MAY 25, 2023

Introduction If you are reading this blog, you might have been familiar with what Git is and how it has been an integral part of software development. Similarly, Data Version Control (DVC) is an open-source, Git-based version management for Machine Learning development that instills best practices across the teams.

Machine Learning 323

Machine Learning Software Management Analytics 323

O'Reilly on Data

APRIL 9, 2024

Generative AI will be used to create more and more software; AI makes mistakes and it’s difficult to foresee a future in which it doesn’t; therefore, if we want software that works, Quality Assurance teams will rise in importance. What is the software really supposed to do? Has the culture changed since then?

Testing 192

Testing Software Sales Marketing 192

Analytics Vidhya

MAY 30, 2023

DevOps and artificial intelligence are covalently linked, with the latter being driven by business needs and enabling high-quality software, while the former improves system functionality as a whole. The DevOps team can use artificial intelligence in testing, developing, monitoring, enhancing, and releasing the system.

Testing 295

Testing Software Analytics Machine Learning 295

Analytics Vidhya

APRIL 16, 2022

Introduction Congratulations, you have deployed a model to production; it is an achievement for you and your team! In a normal software engineering development cycle, you would now sit back and relax; however, in the machine learning development cycle, deployment to production is just about […].

Modeling 398

Modeling Machine Learning Data Science Publishing 398

CIO Business Intelligence

MARCH 12, 2024

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Still, gen AI for software development is in the nascent stages, so technology leaders and software teams can expect to encounter bumps in the road.

Software 131

Software Experimentation Testing Cost-Benefit 131

CIO Business Intelligence

APRIL 29, 2024

A significant portion of companies, then, are running their businesses on top of apps built with archaic versions of this development ecosystem. After all, the nature of software is that it’s changeable and designed to improve in lockstep with underlying hardware advancements. And it’s not just a matter of staying up-to-date.

Cost-Benefit 122

Cost-Benefit Software ROI Enterprise 122

CIO Business Intelligence

MAY 3, 2024

The agile methodology, which facilitates collaboration between stakeholders, teams, and customers during software development, is fast gaining prominence in today’s enterprises. The Scrum master leads this process, providing guidance to the team and product owner and ensuring agile practices are followed by team members.

Software 104

Software Testing Management Measurement 104

CIO Business Intelligence

APRIL 24, 2024

The complexity of the software supply chain (SSC) has the potential to expose your organization to greater risk than ever before. In today’s fast-paced software development landscape, managing and securing the software supply chain is crucial for delivering reliable and trusted software releases.

Software 104

Software Risk Reporting Modeling 104

CIO Business Intelligence

DECEMBER 20, 2023

At the same time, developers are scarce, and the demand for new software is high. This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner. Organizations need to get the most out of the limited number of developers they’ve got,” he says.

Measurement 125

Measurement Software IT Metrics 125

CIO Business Intelligence

MAY 2, 2024

As a result, Siemens Mobility learned that UiPath could help it automate processes involving different software applications, with a focus on SAP integration. “We A strategy for autonomy Siemens has three primary approaches to RPA: the initiative approach, the citizen developer approach, and robotics as a service.

Informatics 106

Informatics Software Business Intelligence Testing 106

CIO Business Intelligence

FEBRUARY 16, 2024

Herzig now reports directly to CEO Christian Klein, and will oversee the entire value chain for SAP business AI from research and product development through to implementation at the customer. With this new structure, SAP aims to accelerate the pace of its AI development, according to a statement from the software manufacturer.

Manufacturing 142

Manufacturing Software Sales Reporting 142

CIO Business Intelligence

NOVEMBER 15, 2023

Whether you sell cars, candy, consulting, or construction, software is moving to the center of your business. Your products and services rely on software and data for nearly everything from product development to aftermarket support. You’ve become (or will become) what is, essentially, a software company CIO.

Software 133

Software Marketing Sales Modeling 133

CIO Business Intelligence

OCTOBER 5, 2023

As today’s digital-centric landscape continues to evolve at an unprecedented pace, software agility, and speed-to-market are critical to long-term success and revenue growth for any business. And this goes well beyond developing and deploying applications – managing those applications after they’ve been deployed is critical.

IT 125

IT Cost-Benefit Software Digital Transformation 125

CIO Business Intelligence

OCTOBER 16, 2023

But with gen AI and technologies like ChatGPT tangibly transforming how developers and people work, it has understandably prompted age-old anxieties around its potential to replace human tasks and jobs. It’s already optimizing employee experiences and business workflows, including software development.

Software 131

Software Data-driven Modeling Machine Learning 131

CIO Business Intelligence

OCTOBER 25, 2023

The result was a complete overhaul of how applications were developed and integrated, thanks to a growing network of open web APIs that anyone could consume. Fast-forward to 2023 and IT leaders have distilled many more lessons about effective API development and use over the past twenty years.

Strategy 138

Strategy Software Enterprise Technology 138

CIO Business Intelligence

APRIL 17, 2024

Normally, a CCO develops ideas about what the market needs and communicates them to a design team, which produces sketches to then be reviewed by the CCO. Helping software developers write and test code Similarly in tech, companies are currently open about some of their use cases, but protective of others.

Enterprise 130

Enterprise Testing Digital Transformation Software 130

CIO Business Intelligence

MARCH 11, 2024

According to Deloitte research , AI will boost the productivity of software development processes from 50% to 1000%. It will improve project management, help with requirements creation, assist developers with coding, cover the system with auto-tests, report defects, and improve deployment.

Software 98

Software Testing Data-driven Risk 98

CIO Business Intelligence

NOVEMBER 13, 2023

No matter the industry, organizations are increasingly looking for ways to optimize mission-critical software development processes. As development teams grapple with the challenge of modernizing their DevOps toolchains, a number of concerns and challenges have followed closely behind. Chief among those challenges?

Experimentation 129

Experimentation Software Data Processing Optimization 129

CIO Business Intelligence

APRIL 4, 2024

Some prospective projects require custom development using large language models (LLMs), but others simply require flipping a switch to turn on new AI capabilities in enterprise software. “AI The teams here must read and understand a lot of financial information, and it’s almost never in a standard format,” he says.

Enterprise 134

Enterprise Cost-Benefit Forecasting Strategy 134

CIO Business Intelligence

OCTOBER 20, 2023

Scrum is a powerful framework for implementing agile processes in software development and other projects. There are three key roles within Scrum : Scrum master, product owner and Scrum team members. Some Scrum masters also serve as a team’s project manager. What does a Scrum master do?

Software 126

Software Insurance Management Risk 126

CIO Business Intelligence

NOVEMBER 20, 2023

Measuring developer productivity has long been a Holy Grail of business. In 2020, McKinsey surveyed 440 large companies about their “ developer velocity” — meaning the practices that best tap the full potential of development talent. Right now, there are roughly 27 million developers on the job, 4.4 That isn’t easy.

Measurement 127

Measurement Metrics Software Testing 127

CIO Business Intelligence

JANUARY 18, 2024

Each new iteration of technology development creates renewed hope to be a vehicle for good and empower those in need. The desired outcome in 5 steps That lesson led to the development of Children First Software. The implementation team also deals with any fears that can create barriers to adoption.

Digital Transformation 125

Digital Transformation Software Technology Cost-Benefit 125

CIO Business Intelligence

APRIL 9, 2024

Previously head of cybersecurity at Ingersoll-Rand, Melby started developing neural networks and machine learning models more than a decade ago. We just came out of the gates fast, and we just kept solving problems,” the CIO says, noting that his team was experimenting with Azure LLMs before they were on the market. “We

Digital Transformation 105

Digital Transformation Machine Learning Data Lake Software 105

CIO Business Intelligence

APRIL 18, 2024

Platforms support the software you’ve built to run your business. A platform not only runs that software, but it manages the services your apps need. Avoid accidental platforms Platforms are the interface between your application developers and the cloud infrastructure and services their apps use. Is Kubernetes a platform?

Cost-Benefit 105

Cost-Benefit Software Recreation/Entertainment Insurance 105

CIO Business Intelligence

NOVEMBER 13, 2023

DevOps delivers speed and agility to the development process. By cross-training operations and engineering, development teams can move faster through better collaboration, making continuous integration and continuous delivery (CI/CD) a reality for organizations. Now, because of DevOps, it’s develop, test, develop, test.

Management 133

Management Key Performance Indicator Testing Digital Transformation 133

CIO Business Intelligence

OCTOBER 2, 2023

Platform engineering is a sociotechnical discipline that has gained tremendous attention in the last year in response to the need for organizations to accelerate cloud native app development and management. They help reduce cognitive load while accelerating software delivery. Why platform engineering?

IT 111

IT Uncertainty Software Consulting 111

CIO Business Intelligence

OCTOBER 20, 2023

IT teams hold a lot of innovation power, as effective use of emerging technologies is crucial for informed decision-making and is key to staying a beat ahead of the competition. Without real-time updates, IT teams could run the risk of making misinformed decisions based on outdated data, which can cost the business money.

Data Integration 130

Data Integration Management Testing Software 130

CIO Business Intelligence

MARCH 13, 2024

So based on early results, the three functional areas where companies see the biggest productivity improvements are in customer service, software development, and general creative and knowledge work. AI models are able to present best practice code systems to help junior developers learn and hone their skills.”

IT 128

IT Consulting Testing Cost-Benefit 128

IBM Big Data Hub

SEPTEMBER 5, 2023

The secret to mainstreaming the mainframe into today’s modern, cloud-centric IT environments is to make the experience of working with the mainframe like the experience of working off the mainframe—especially the developer experience (DX). Giving developers a modern DX on the mainframe requires more than a new skin, however.

Software 131

Software Testing Digital Transformation Interactive 131

IBM Big Data Hub

APRIL 10, 2024

Access to new software innovation: Software has become the lifeline of all domains. Each organization is trying to excel by adopting modern innovative software practices—not just to grow , but to survive. Adopt developer tooling and agile processes to increase your velocity and help you address these issues.

Cost-Benefit 104

Cost-Benefit Software Risk Marketing 104

CIO Business Intelligence

FEBRUARY 8, 2023

The need for efficient software development has taken on greater importance as enterprises introduce more and more digital services and add automation capabilities to enhance business processes. Managing software projects might not be at the top of CIOs’ priority lists , but it is something that IT leaders will have to master.

Software 122

Software Management Key Performance Indicator Testing 122