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

CIO

JANUARY 9, 2024

Many organizations know that commercially available, “off-the-shelf” generative AI models don’t work well in enterprise settings because of significant data access and security risks. In other words, we are walking a mile in our customers’ shoes. Here’s a quick read about how enterprises put generative AI to work).

Artificial Inteligence 179

Artificial Inteligence Enterprise Generative AI Technical Review 179

Altexsoft

APRIL 13, 2021

And when it comes to decision-making, it’s often more nuanced than an off-the-shelf system can handle — it needs the understanding of the context of each particular case. But it does need more advanced approaches that mimic human perception and judgment like AI, Machine Learning, and ML-based Robotic Process Automation.

Artificial Inteligence 87

Artificial Inteligence Machine Learning Insurance Technical Review 87

iTexico

AUGUST 26, 2019

Machine Learning Use Cases: iTexico’s HAL. The smart reply function utilizes machine learning to automatically suggest three different brief, customized responses to quickly answer any emails you may receive. Small cameras, placed on top of shelves, monitor and stream real-time information on shelf-stock levels.

Artificial Inteligence 15

Artificial Inteligence Machine Learning Software Review Artificial Intelligence 15

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

CIO

JULY 10, 2024

Google has finally fixed its AI recommendation to use non-toxic glue as a solution to cheese sliding off pizza. Glue, even non-toxic varieties, is not meant for human consumption,” says Google Gemini today. “It It can be harmful if ingested. Google’s situation is funny. Guardrails mitigate those risks head on.

Artificial Inteligence 204

Artificial Inteligence Enterprise Off-The-Shelf Generative AI 204

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. This goes beyond the lift and shift integration of data from the legacy system to the new platform.

Artificial Inteligence 158

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

Cloudera

MAY 4, 2022

The availability and maturity of automated data collection and analysis systems is making it possible for businesses to implement AI across their entire operations to boost efficiency and agility. AI increasingly enables systems to operate autonomously, making self-corrections automatically as necessary. Benefits aplenty.

Artificial Inteligence 130

Artificial Inteligence Off-The-Shelf Systems Review Insurance 130

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

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

JANUARY 17, 2023

” I, thankfully, learned this early in my career, at a time when I could still refer to myself as a software developer. You know the drill: pull some data, carve it up into features, feed it into one of scikit-learn’s various algorithms. What would you say is the job of a software developer? Pretty simple. Building Models.

Software Review 145

Software Review Development Team Review Artificial Inteligence Machine Learning 145

Altexsoft

DECEMBER 10, 2019

Except that we are describing real-life situations caused by small failures in the computer system. And that episode was not a one-off. If passengers are stranded at the airport due to IT disruptions, a passenger service system (PSS) is likely to be blamed for this. The first generation: legacy systems.

Airlines 18

Airlines Systems Review System Travel 18

Altexsoft

MAY 5, 2023

AI in a nutshell Artificial Intelligence (AI) , at its core, is a branch of computer science that focuses on developing algorithms and computer systems capable of performing tasks that typically require human intelligence. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

CIO

JULY 24, 2024

The challenge, as many businesses are now learning the hard way, is that simply applying black box, off-the-shelf LLMs, like a GPT-4, for example, will not deliver the accuracy and consistency needed for professional-grade solutions. The key to this approach is developing a solid data foundation to support the GenAI model.

Artificial Inteligence 113

Artificial Inteligence Off-The-Shelf Insurance How To 113

CIO

JULY 21, 2023

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. As SaaS solutions gain greater market share, and build mindshare, operational know-how is becoming critical to both their development and evolution. Cost overruns have been another significant concern.

Technical Review 148

Technical Review Weak Development Team Development Transportation 148

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

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. The new category is often called MLOps.

DevOps 145

DevOps Data Software Review Technical Advisors 145

Tenable

MARCH 28, 2025

Check out NISTs comprehensive taxonomy of cyberattacks against AI systems, along with mitigation recommendations. 1 - NIST categorizes attacks against AI systems, offers mitigations Organizations deploying artificial intelligence (AI) systems must be prepared to defend them against cyberattacks not a simple task.

Artificial Inteligence 60

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

O'Reilly Media - Ideas

AUGUST 8, 2019

The rise of deep learning and other techniques have led to startups commercializing computer vision applications in security and compliance, media and advertising, and content creation. Companies are awash with unstructured and semi-structured text, and many organizations already have some experience with NLP and text analytics.

Guidelines 55

Guidelines Applications Artificial Inteligence Off-The-Shelf 55

CIO

JULY 14, 2023

For generative AI, that’s complicated by the many options for refining and customising the services you can buy, and the work required to make a bought or built system into a useful, reliable, and responsible part of your organization’s workflow. Since the release of ChatGPT last November, interest in generative AI has skyrocketed.

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

O'Reilly Media - Ideas

FEBRUARY 20, 2019

The other two surveys were The State of Machine Learning Adoption in the Enterprise , released in July 2018, and Evolving Data Infrastructure , released in January 2019. That’s important since more than 50% of small businesses fail, mostly due to exactly those “anomalies”: cash flow problems and late payments.

Survey 111

Survey Artificial Inteligence Technical Review Artificial Intelligence 111

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

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

Sunflower Lab

JANUARY 9, 2019

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. Custom software allows a lot of flexibility when it comes to integration with existing systems but, is costly as compared to off-the-shelf software.

Off-The-Shelf 58

Off-The-Shelf Software Review Technical Advisors Software 58

Altexsoft

JUNE 6, 2019

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. Physical stores still have a lion’s share of sales, but the tendency of the growing demand for online experiences shouldn’t be ignored. Source: Forrester Consulting. Amazon Go stores.

Artificial Inteligence 89

Artificial Inteligence Artificial Intelligence Retail Innovation 89

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

Cloudera

SEPTEMBER 7, 2023

Institutions must design AI systems that are not only transparent, reliable, fair, and accountable, but also comply with privacy and security requirements, as well as align with human values and norms. It’s the most revolutionary technological development in at least a generation. But it’s also fraught with risk.

Insurance 83

Insurance Artificial Inteligence Data Open Source 83

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. Intel and Cloudera saved a hospital system millions of dollars. days in 1960 to just 5.4

How To 98

How To Healthcare Artificial Inteligence Machine Learning 98

Altexsoft

APRIL 1, 2021

While hardware robots remain in the realm of investment-heavy manufacturing, software robots became increasingly popular in office work due to the rise of Robotic Process Automation or RPA. As one of the fastest-growing industries according to Gartner , RPA led to the emergence of new professions. RPA developer responsibilities.

Development 111

Development Software Review Technical Review Artificial Inteligence 111

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

JULY 22, 2022

It’s important to carefully arrange all the pieces of this puzzle, set up the optimal loading/unloading sequence, and exchange messages with the carrier’s system to maximize the operational efficiency. The study states that one-fifth of the global container ship fleet is stuck at various major ports. Main terminal challenges.

Operating System 52

Operating System Systems Review System Technical Review 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

OCTOBER 31, 2019

Machine learning specialist Jason Brownlee points out that computer vision typically involves developing methods that attempt to reproduce the capability of human vision. Now, as you know the basics, let’s explore off-the-shelf APIs and solutions you can use to integrate visual data analysis into your new or existing product.

Off-The-Shelf 15

Off-The-Shelf Video Analysis Artificial Inteligence 15

Altexsoft

FEBRUARY 8, 2021

To support the planning process, predictive analytics and machine learning (ML) techniques can be implemented. We have previously described demand forecasting methods and the role of machine learning solutions in a dedicated article. Managing a supply chain involves organizing and controlling numerous processes.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Ground truth data in AI refers to data that is known to be true, representing the expected outcome for the system being modeled. By providing a true expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality. Question Answer Fact Who is Andrew R.

Generative AI 89

Generative AI Metrics Artificial Inteligence Systems Review 89

Bernd Rucker

NOVEMBER 23, 2021

I recommend reviewing the introduction to the process automation map first. But more often, the uniqueness simply comes from a unique set of IT systems , typically because of existing legacy systems. Earlier this year, I introduced the idea of the process automation map. Let’s explore these dimensions one by one.

Software Review 98

Software Review Telecommunications Systems Review Off-The-Shelf 98

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