O'Reilly Media - Ideas

OCTOBER 13, 2020

Our previous articles in this series introduce our own take on AI product management , discuss the skills that AI product managers need , and detail how to bring an AI product to market. The field of AI product management continues to gain momentum. New features in an existing product often follow a similar progression.

Product Management 125

Product Management Artificial Inteligence UI/UX Off-The-Shelf 125

Altexsoft

JANUARY 27, 2022

As of today, different machine learning (and specifically deep learning) techniques capable of processing huge amounts of both historic and real-time data are used to forecast traffic flow, density, and speed. In 2021, NYC drivers lost an average of 102 hours in congestion – and before the pandemic that score was even worse.

Machine Learning 69

Machine Learning Artificial Inteligence Transportation Network 69

Altexsoft

MAY 5, 2023

To better understand how AI contributes to the growth of short-term rentals, we spoke with businesses involved in AI in the STR industry and included their opinions throughout this article. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

OverOps

NOVEMBER 13, 2018

AIOps, at its core, is a data-driven practice of bridging resources and leveraging AI and machine learning to make predictions based on historical data. Machine learning and artificial intelligence are complex concepts. AIOps seems to be all the rage these days, and it’s not hard to figure out why. Let’s do it.

Artificial Inteligence 124

Artificial Inteligence Tools Machine Learning Artificial Intelligence 124

Exadel

AUGUST 19, 2021

That’s why most companies choose to integrate their applications with off-the-shelf facial recognition services instead of creating one from scratch. Previous article. But there’s a way to reduce the cost of facial recognition software if you know in advance what to expect, especially for the production stage.

Software 94

Software Off-The-Shelf Analysis Applications 94

Infinidat

MAY 4, 2021

Deep Learning Myths, Lies, and Videotape - Part 2: Balderdash! In Part 1 of this blog post , we discussed the history and definitions of Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL), as well as Infinidat’s use of true Deep Learning in our Neural Cache software. Adriana Andronescu.

Artificial Inteligence 98

Artificial Inteligence Off-The-Shelf Storage Machine Learning 98

Altexsoft

OCTOBER 3, 2019

The day may come when a seasoned professional tells you or your colleague about their plan to leave the company in a month. This situation isn’t extraordinary: managers and HR specialists of any organization have been there. What’s clear is that employees and managers will have work to do. The problem can be viewed on a greater scale.

Analytics 16

Analytics Company Off-The-Shelf How To 16

AWS Machine Learning - AI

AUGUST 22, 2024

Building a deployment pipeline for generative artificial intelligence (AI) applications at scale is a formidable challenge because of the complexities and unique requirements of these systems. Generative AI models are constantly evolving, with new versions and updates released frequently.

Generative AI 108

Generative AI Artificial Inteligence Applications AWS 108

O'Reilly Media - Ideas

MARCH 7, 2019

Language understanding benefits from every part of the fast-improving ABC of software: AI (freely available deep learning libraries like PyText and language models like BERT ), big data (Hadoop, Spark, and Spark NLP ), and cloud (GPU's on demand and NLP-as-a-service from all the major cloud providers). are written in English.

System 111

System Off-The-Shelf Machine Learning Artificial Inteligence 111

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

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 was the third of three industry surveys conducted in 2018 to probe trends in artificial intelligence (AI), big data, and cloud adoption.

Survey 111

Survey Artificial Inteligence Technical Review Artificial Intelligence 111

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. For example, according to a recent New York Times article , in the US, “nearly one out of three people listen to at least one podcast every month.”

Guidelines 55

Guidelines Applications Artificial Inteligence Off-The-Shelf 55

Altexsoft

NOVEMBER 11, 2019

In this article, we will look at the capabilities of advanced forecasting methods as well as outline their current limitations. 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.

Machine Learning 8

Machine Learning Artificial Inteligence Analytics Technical Review 8

Altexsoft

SEPTEMBER 6, 2018

Articles covering AI or data science in Facebook and LinkedIn appear regularly, if not daily. In this article, we’ll discuss what factors to consider and steps to take to team up with a competent data science or AI vendor. Customer-facing applications powered by machine learning algorithms solve your customers’ problems.

Company 63

Company Off-The-Shelf Data Software Review 63

Exadel

AUGUST 19, 2021

That’s why most companies choose to integrate their applications with off-the-shelf facial recognition services instead of creating one from scratch. Previous article. But there’s a way to reduce the cost of facial recognition software if you know in advance what to expect, especially for the production stage.

Software 70

Software Off-The-Shelf Analysis Applications 70

Netflix Tech

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

System 94

System Machine Learning Artificial Inteligence Open Source 94

Altexsoft

JUNE 6, 2019

For this article, we discussed current and potential applications of AI in retail, as well as the state of the industry in general, including factors that drive adoption of cognitive technologies. Physical stores still have a lion’s share of sales, but the tendency of the growing demand for online experiences shouldn’t be ignored.

Artificial Inteligence 89

Artificial Inteligence Artificial Intelligence Retail Innovation 89

Altexsoft

APRIL 1, 2021

In this article, we’ll analyze the typical duties, responsibilities, and skills this role has. For a more in-depth look, check our articles on different aspects of this technology: Robotic Process Automation technology overview. As one of the fastest-growing industries according to Gartner , RPA led to the emergence of new professions.

Development 111

Development Software Review Technical Review Artificial Inteligence 111

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. Source: OECD Data.

How To 98

How To Healthcare Machine Learning Artificial Inteligence 98

Altexsoft

MARCH 12, 2021

This article describes our experience with using sentiment analysis to produce instant snapshots of feedback. It applies natural language processing (NLP) and machine learning to detect, extract, and study customers’ perceptions about the product or service. Applying machine learning to sentiment analysis.

Hotels 64

Hotels Technical Review Travel Analysis 64

Altexsoft

JULY 21, 2021

So, numerous techniques, including mathematical optimization, constraint programming, and machine learning (ML), are used to address this issue. In this article, we’ll talk about schedule optimization, describe the most typical technological approaches to its automation, and look at some use cases across industries.

Technology 59

Technology Off-The-Shelf Machine Learning Artificial Inteligence 59

Exadel

AUGUST 19, 2021

That’s why most companies choose to integrate their applications with off-the-shelf facial recognition services instead of creating one from scratch. Previous article. But there’s a way to reduce the cost of facial recognition software if you know in advance what to expect, especially for the production stage.

Software 52

Software Off-The-Shelf Analysis Applications 52

Altexsoft

JULY 14, 2021

That is why in this article, we will talk about PHI: What is PHI and different types of organizations and entities that deal with it. To learn more, check the article on common HIPAA violations to be aware of. When and how PHI can be disclosed. The penalties for breaking these laws depend on the severity of the violation.

Off-The-Shelf 59

Off-The-Shelf Machine Learning Artificial Inteligence Healthcare 59

Altexsoft

JULY 19, 2019

However, it only starts gaining real power with the help of artificial intelligence (AI) and machine learning (ML). In this article, we’re going to explore what robotic process automation is, how it works in the classic sense, and how AI technologies are or can be used in it. What is standard Robotic Process Automation?

Artificial Inteligence 78

Artificial Inteligence Artificial Intelligence Analysis Technology 78

Altexsoft

JUNE 7, 2019

This is a guest article by Philip Tester from CloudFactory. 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.

Tools 88

Tools Data Technical Review Open Source 88

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.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73

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

Confluent

SEPTEMBER 25, 2019

In 2011, Marc Andressen wrote an article called Why Software is Eating the World. It’s also a unifying idea behind the larger set of technology trends we see today, such as machine learning, IoT, ubiquitous mobile connectivity, SaaS, and cloud computing. This is a business process that predates computers entirely.

Company 56

Company Software Retail Banking 56

Daniel Bryant

OCTOBER 18, 2021

Katie Gamanji framed it perfectly in her opening keynote:  —  @danielbryantuk Developer experience is now a top priority for vendors, open-source projects, and platform teams Although several of the Ambassador Labs team kicked off the week by presenting and attending at EnvoyCon (which looked great!),

Software Review 98

Software Review Technical Review Cloud Off-The-Shelf 98

Capgemini

APRIL 20, 2022

Well, Capgemini and the Norwegian Institute of Marine Research have taken on the challenge to use machine learning and AI to read, analyze and interpret vast amounts of data collected hundreds of meters below sea level, thus gaining a better understanding of events and inner workings of the ocean’s mechanisms. So what’s the solution?

Data 52

Data Systems Review Off-The-Shelf Machine Learning 52

Altexsoft

SEPTEMBER 7, 2021

Check our article on insurance technologies to have a broader overview of innovation in the industry. This article will talk about the ways, and technologies insurers can use to solve their customer acquisition and retention problem. And it’s slowly paying off. The customer loyalty problem in insurance. percent in 2022.

Insurance 59

Insurance Technical Review Strategy Technology 59

Mobilunity

AUGUST 30, 2021

Currently, healthcare software development can be divided into two main types: commercial off-the-shelf (COTS) and custom healthcare software development. The COVID-19 pandemic became an unprecedentedly stern challenge for the world’s healthcare industry. The same happened with the healthcare industry in response to the pandemic.

Software Development 52

Software Development Healthcare Software Review Software 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. The article covers key questions about digital twins: how do they work? In many cases, it is powered by machine learning models. The twinning, however, doesn’t happen out of thin air.

IoT 64

IoT Technical Review Technical Advisors Energy 64

Altexsoft

AUGUST 12, 2021

In this article, we’re going to describe how chartering works and how technology can make it easier for you. Read more about the freight brokerage business in our dedicated article. Ship chartering is one of the most common types of interaction in the world of sea transport. Such a rental contract is called a charter party.

Software 72

Software Transportation Off-The-Shelf Analytics 72

Altexsoft

MAY 30, 2022

In this post, we’ll focus on what conversational AI is, how it works, and what platforms exist to enable data scientists and machine learning engineers to implement this technology. So, if you are interested in building a conversational AI bot , this article is for you. Here’s the catch though.

Artificial Inteligence 52

Artificial Inteligence Technical Review Machine Learning Artificial Intelligence 52

Perficient

DECEMBER 2, 2022

Introduction. Edge computing and more generally the rise of Industry 4.0 delivers tremendous value for your business. Having the right data strategy is critical to get access to the right information at the right time and place. Solution Overview. At the core of Industry 4.0 Configuration can also be pushed backed to the sites post-analysis.

IoT 69

IoT Systems Review Industry Software Review 69

Altexsoft

MARCH 28, 2022

In this article, we’ll focus on short-term rental data sourcing and analysis, and share our experience gained from cooperation with Japan’s largest booking platform Rakuten Travel , vacation rental market data provider Key Data , and other tech partners. Vacation and short-term rentals are experiencing a post-COVID renaissance.

Analysis 52

Analysis Data Software Review Technical Review 52