CIO

JULY 8, 2024

At DataXstream, we do this upfront – before AI is applied – so we can create the right machine learning models tailored to your business, and then apply them to the highest-value processes in your company to drive sales. Many companies struggle with where and how to implement artificial intelligence (AI) into their workflows.

Artificial Inteligence 158

Artificial Inteligence Artificial Intelligence Off-The-Shelf Machine Learning 158

O'Reilly Media - Data

MARCH 22, 2018

Over the years, machine learning (ML) has come a long way, from its existence as experimental research in a purely academic setting to wide industry adoption as a means for automating solutions to real-world problems. There is also a trade off in balancing a model’s interpretability and its performance.

Off-The-Shelf 156

Off-The-Shelf Artificial Inteligence Machine Learning Weak Development Team 156

O'Reilly Media - Ideas

JANUARY 17, 2023

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. They’d say that the job involves writing some software, sure. But deep down it’s about the purpose of software. Pretty simple.

Software Review 145

Software Review Development Team Review Artificial Inteligence Machine Learning 145

TechCrunch

MARCH 22, 2022

Smartphone cameras have gotten quite good, but it’s getting harder and harder to improve them because we’ve pretty much reached the limit of what’s possible in the space of a cubic centimeter. It may not be obvious that cameras won’t get better, since we’ve seen such advances in recent generations of phones.

Film 246

Film Technical Review Systems Review Weak Development Team 246

O'Reilly Media - Ideas

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). A lot to learn, but worthwhile to access the unique and special value AI can create in the product space. Why AI software development is different.

Product Management 145

Product Management Artificial Inteligence Machine Learning Weak Development Team 145

O'Reilly Media - Ideas

MARCH 18, 2025

If you AIAWs want to make the most of AI, you’d do well to borrow some hard-learned lessons from the software development tech boom. If you AIAWs want to make the most of AI, you’d do well to borrow some hard-learned lessons from the software development tech boom. That was a lot to learn.

Company 52

Company Weak Development Team Software Review Artificial Inteligence 52

Altexsoft

NOVEMBER 11, 2019

Let’s compare the existing options: traditional statistical forecasting, machine learning algorithms, predictive analytics that combine both approaches, and demand sensing as a supporting tool. What is the top pain point for business executives? The world’s largest IT research firm Gartner gives a clear answer: demand volatility.

Artificial Inteligence 14

Artificial Inteligence Machine Learning Analytics Technical Review 14

O'Reilly Media - Ideas

OCTOBER 19, 2021

Much has been written about struggles of deploying machine learning projects to production. This approach has worked well for software development, so it is reasonable to assume that it could address struggles related to deploying machine learning in production too. All ML projects are software projects.

DevOps 145

DevOps Data Software Review Technical Advisors 145

AWS Machine Learning - AI

MARCH 18, 2025

However, off-the-shelf LLMs cant be used without some modification. Additionally, the complexity increases due to the presence of synonyms for columns and internal metrics available. Embedding is usually performed by a machine learning (ML) model. The following diagram provides more details about embeddings.

Artificial Inteligence 77

Artificial Inteligence Applications Generative AI Off-The-Shelf 77

CIO

MARCH 13, 2024

L’arrivo dell’IA generativa, poi, è una promessa senza precedenti: ChatGPT ha raggiunto il traguardo di 100 milioni di utenti in appena due mesi (analisi di Ubs su dati di Similarweb; il World Wide Web, negli Anni ’90, ha impiegato sette anni). Le reti neurali sono il modello di machine learning più utilizzato oggi.

Artificial Inteligence 158

Artificial Inteligence Machine Learning Software Review CTO Coach 158

O'Reilly Media - Ideas

JANUARY 24, 2019

Experts weigh in on GraphQL, machine learning, React, micro-frontends, and other trends that will shape web development. Machine learning in the browser. and TensorFlow with Keras are lowering the barrier to building deep learning models. Nick Kreeger , Senior Software Engineer, Google.

Trends 87

Trends Off-The-Shelf SOA Web Development 87

CIO

JULY 21, 2023

Software-as-a-Service (SaaS) and SaaS-based service solutions have emerged as powerful tools. The “one size fits all” approach often employed leads to inadequacies due to inabilities to account for the demands of a broad range of users. One of the biggest issues for any development team is obtaining real and timely user feedback.

Technical Review 148

Technical Review Weak Development Team Development Transportation 148

Perficient

JANUARY 17, 2025

Strict regulations around HIPAA, PHI, and PII create significant barriers, making it difficult to adopt off-the-shelf AI solutions from fields like commerce or digital experience. In 2025, the medical device industry trends are not just shaping the futurethey’re redefining the present.

Trends 52

Trends Innovation Artificial Inteligence Healthcare 52

Sunflower Lab

JANUARY 9, 2019

There has always been an eternal debate on build vs. buy custom software. Companies at times get confused whether to build custom software or buy pre-built software. But, it depends on various factors which will determine whether to build custom software or buy pre-built software (off-the-shelf software) from the market.

Off-The-Shelf 58

Off-The-Shelf Software Review Technical Advisors Software 58

AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. The LLM generated text, and the IR system retrieves relevant information from a knowledge base.

Artificial Inteligence 117

Artificial Inteligence Serverless Engineering Machine Learning 117

Altexsoft

APRIL 1, 2021

A 2020 US Emerging Jobs report by LinkedIn states one interesting fact: “ Careers in Robotics Engineering can vary greatly between software and hardware roles, and our data shows engineers working on both virtual and physical bots are on the rise.” — as written in the Robotics Engineering section. One of them is an RPA developer.

Development 111

Development Software Review Technical Review Artificial Inteligence 111

CIO

JULY 14, 2023

As a ‘taker,’ you consume generative AI through either an API, like ChatGPT, or through another application, like GitHub Copilot, for software acceleration when you do coding,” he says. In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.”

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

Perficient

DECEMBER 2, 2022

It would take way too long to do a comprehensive review of all available solutions, so in this first part, I’m just going to focus on AWS, Azure – as the leading cloud providers – as well as hybrid-cloud approaches using Kubernetes. Introduction. Edge computing and more generally the rise of Industry 4.0 Solution Overview.

IoT 69

IoT Systems Review Industry Software Review 69

Bernd Rucker

NOVEMBER 23, 2021

I recommend reviewing the introduction to the process automation map first. These processes are the same in every company, which is why you can simply buy standard software automating them. For standard processes, you buy standard software. Earlier this year, I introduced the idea of the process automation map.

Software Review 98

Software Review Telecommunications Systems Review Off-The-Shelf 98

Altexsoft

SEPTEMBER 6, 2018

Due to a surfeit of information about AI and big data on the Internet, companies can assume that data analysis is the solution for most of their data-related issues. Due to a surfeit of information about AI and big data on the Internet, companies can assume that data analysis is the solution for most of their data-related issues.

Company 63

Company Off-The-Shelf Data Software Review 63

Tenable

MARCH 28, 2025

Titled Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations (NIST AI 100-2) and published by the U.S. Plus, organizations have another cryptographic algorithm for protecting data against future quantum attacks. Dive into five things that are top of mind for the week ending March 28.

Artificial Inteligence 60

Artificial Inteligence Off-The-Shelf Artificial Intelligence Machine Learning 60

Altexsoft

JUNE 6, 2019

A visitor, with an opened Amazon Go app, scans a QR code on a turnstile to enter a store (like at an airport to get on board) and picks up what they need. In-store cameras and sensors detect each product one takes from a shelf, and items are being added to a virtual cart while a customer proceeds. Source: Forrester Consulting.

Artificial Inteligence 89

Artificial Inteligence Artificial Intelligence Retail Innovation 89

Mobilunity

AUGUST 30, 2021

And one of the key changes introduced to address the growing problem was the development and usage of healthcare software. First of all, healthcare software is about the digitalization of all the systems, which means increasing portability, and improving the safety of patient data, and medical records.

Software Development 52

Software Development Healthcare Software Review Software 52

Altexsoft

NOVEMBER 11, 2019

Let’s compare the existing options: traditional statistical forecasting, machine learning algorithms, predictive analytics that combine both approaches, and demand sensing as a supporting tool. What is the top pain point for business executives? The world’s largest IT research firm Gartner gives a clear answer: demand volatility.

Artificial Inteligence 8

Artificial Inteligence Machine Learning Analytics Technical Review 8

Altexsoft

SEPTEMBER 21, 2018

Whether you want to treat yourself to new sneakers, a laptop, or an overseas tour, processing an order without checking out similar products or offers and reading reviews doesn’t make much sense any more. According to a survey by Podium , 93 percent of consumers say that online reviews influence their buying decisions.

Analysis 89

Analysis Tools Software Review Systems Review 89

Altexsoft

FEBRUARY 22, 2022

And breakdowns are just too expensive, especially at a fleet-wide scale (not to mention risking drivers’ lives, losses due to unfulfilled contracts and related downtime, and customer dissatisfaction). Taking good care of your fleet assets pays off by prolonging their lifecycle, increasing efficiency, and reducing the probability of failures.

Software Review 52

Software Review Technical Review Software Technology 52

Altexsoft

APRIL 24, 2019

We talked with experts from Perfect Price, Prisync, and a data science specialist from The Tesseract Academy to understand how various businesses can use machine learning for dynamic pricing to achieve their revenue goals. Would you consider fixed costs, competitor prices, or both? Dynamic pricing strategy 101 and key approaches.

Artificial Inteligence 73

Artificial Inteligence Machine Learning Software Review Retail 73

Altexsoft

MAY 27, 2022

This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. Length of stay calculation for hospitals: how machine learning can enhance results. Today, we can employ AI technologies to predict the date of discharge. days in 1960 to just 5.4

How To 98

How To Healthcare Artificial Inteligence Machine Learning 98

Altexsoft

FEBRUARY 8, 2021

So, in this article, we’d like to elaborate on how analytics and BI software can benefit supply chain management in all its aspects. To support the planning process, predictive analytics and machine learning (ML) techniques can be implemented. Managing a supply chain involves organizing and controlling numerous processes.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

Altexsoft

JUNE 7, 2019

If your company is among them, you will need to label massive amounts of text, images, and/or videos to create production-grade training data for your machine learning (ML) models. That means you’ll need smart machines and skilled humans in the loop. So how do you choose the data labeling tool to meet your needs?

Tools 88

Tools Data Technical Review Open Source 88

AWS Machine Learning - AI

SEPTEMBER 6, 2024

By following these guidelines, data scientists can quantify the user experience delivered by their generative AI pipelines and communicate meaning to business stakeholders, facilitating ready comparisons across different architectures, such as Retrieval Augmented Generation (RAG) pipelines, off-the-shelf or fine-tuned LLMs, or agentic solutions.

Generative AI 89

Generative AI Metrics Artificial Inteligence Systems Review 89

IDC

SEPTEMBER 11, 2019

With no need for hardware or software installation in their datacenters, and a flexible subscription that allowed for fluctuations in need, this move towards consumption-based pricing disrupted how organizations evaluated and purchased information technology. Once decided, the organization would purchase the capacity and pay upfront.

Artificial Inteligence 10

Artificial Inteligence Artificial Intelligence Organization Off-The-Shelf 10

Altexsoft

JANUARY 28, 2021

They use machine learning under the hood, and these types of RPA systems still require individual research and development. This article is a good place to start, learning what Robotic Process Automation is, how it works, and where it can be applied. But if a task has a straightforward flow, why not automate it?

Examples 52

Examples Technical Review Software Review Software 52

O'Reilly Media - Ideas

AUGUST 17, 2021

Then we reviewed the problems that arise due to identity, privacy, security, experience, and ownership issues. These messages can be human-to-human, human-to-machine, and machine-to-machine. Communal devices in our homes and offices aren’t quite right. They aren’t solvable by just making a quick fix.

Technical Review 132

Technical Review Social Network Off-The-Shelf 132

Altexsoft

MARCH 28, 2022

Yet, the most complete information possible accumulates inside your own vacation rental software. Yet, the most complete information possible accumulates inside your own vacation rental software. Vacation rental software: PMS, channel manager, website. Vacation and short-term rentals are experiencing a post-COVID renaissance.

Analysis 52

Analysis Data Software Review Technical Review 52

Altexsoft

SEPTEMBER 16, 2021

Digital twins play the same role for complex machines and processes as food tasters for monarchs or stunt doubles for movie stars. A digital twin system contains hardware and software components with middleware for data management in between. Software components. Software components. Digital twin system architecture.

IoT 64

IoT Technical Review Technical Advisors Energy 64

Altexsoft

OCTOBER 17, 2019

Data is the lifeblood of an organization and its commercial success. You probably heard these words from a conference lecturer or saw similar headlines online. In the first case, that’s accurate order details that you need. In the second case, you must segment customers based on their activity and interests.To Source: Skyscanner Facebook.

Tools 16

Tools Data Technical Advisors Technical Review 16