Altexsoft

JULY 8, 2021

To help companies unlock the full potential of personalized marketing, propensity models should use the power of machine learning technologies. This post is going to shed light on propensity modeling and the role of machine learning in making it an efficient predictive tool. What is a propensity model?

Artificial Inteligence 78

Artificial Inteligence Machine Learning How To Airlines 78

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

O'Reilly Media - Ideas

OCTOBER 13, 2020

Similarly, in “ Building Machine Learning Powered Applications: Going from Idea to Product ,” Emmanuel Ameisen states: “Indeed, exposing a model to users in production comes with a set of challenges that mirrors the ones that come with debugging a model.”. The field of AI product management continues to gain momentum.

Product Management 126

Product Management Artificial Inteligence UI/UX Off-The-Shelf 126

AWS Machine Learning - AI

SEPTEMBER 6, 2024

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. FMEval is a comprehensive evaluation suite from Amazon SageMaker Clarify , providing standardized implementations of metrics to assess quality and responsibility. Question Answer Fact Who is Andrew R.

Generative AI 92

Generative AI Metrics Artificial Inteligence Systems Review 92

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

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

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 Machine Learning Artificial Inteligence 145

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos.

Artificial Inteligence 119

Artificial Inteligence Training Off-The-Shelf Metrics 119

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. 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

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

The Accidental Successful CIO

MAY 12, 2021

These BI tools access and analyze data sets and present analytical findings in reports, summaries, dashboards, graphs, charts and maps designed to provide users with detailed intelligence about the state of the business. The challenge that CIOs are facing is how best to make use of these new tools? How many customers have we gained this month?

Business Intelligence 90

Business Intelligence Business Analytics Analytics Off-The-Shelf 90

Xebia

APRIL 4, 2025

Together, we will learn about: Why GenAI data extraction The automation levels The automation potential Let’s start! What is still fantasy and what concrete potential exists? What should be automated and what should not? In this blogpost, we explore the GenAI automation potential that exists today for data extraction.

Data 130

Data Artificial Inteligence Quality Assurance Insurance 130

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 Machine Learning Artificial Inteligence 98

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. What is Robotic Process Automation in a nutshell.

Development 111

Development Software Review Technical Review Artificial Inteligence 111

Hu's Place - HitachiVantara

JANUARY 10, 2019

Hitachi’s developers are reimagining core systems as microservices, building APIs using modern RESTful architectures, and taking advantage of robust, off-the-shelf API management platforms. There are 77 performance metrics that we can provide via REST API over IP connections.

Data Center 73

Data Center Strategy Data Storage 73

Netflix Tech

NOVEMBER 22, 2019

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. This talk explores the journey, learnings, and improvements to performance analysis, efficiency, reliability, and security.

AWS 15

AWS Open Source Linux Engineering Management 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

Cloudera

JULY 24, 2023

data engineering pipelines, machine learning models). data engineering pipelines, machine learning models). The following sections explain in detail the five major activities involved in managing and operating a custom open source distribution: Development of custom platform 1.

Open Source 66

Open Source Analytics Software Review Metrics 66

Altexsoft

JULY 21, 2021

So, numerous techniques, including mathematical optimization, constraint programming, and machine learning (ML), are used to address this issue. Metrics or KPIs are the measurements that show the effectiveness of your schedule and can be compared to support decision-making. What is schedule optimization?

Technology 59

Technology Off-The-Shelf Machine Learning Artificial Inteligence 59

Altexsoft

MARCH 28, 2022

compare their rates and performance metrics with those of competitors, analyze demand, monitor supply, tweak prices to rise occupancy, and more. Vacation and short-term rentals are experiencing a post-COVID renaissance. The data also indicates that more and more companies in the sector tie their bright future with… data.

Analysis 52

Analysis Data Software Review 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.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73

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. In many cases, it is powered by machine learning models. They prevent harm that otherwise could be done to precious assets. The article covers key questions about digital twins: how do they work?

IoT 64

IoT Technical Review Technical Advisors Energy 64

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

Altexsoft

AUGUST 9, 2023

.” It has become an integral tool, ensuring the travelers’ comfort and the operations’ cost-effectiveness and efficiency. This guide delves deep into the specifics of building a custom B2B travel booking platform specifically tailored for corporate travel. Legacy GDS limitations. Different booking flow.

Travel 52

Travel B2B Off-The-Shelf Hotels 52

Altexsoft

FEBRUARY 22, 2022

Taking good care of your fleet assets pays off by prolonging their lifecycle, increasing efficiency, and reducing the probability of failures. Prevention is better than cure. If you think vehicle breakdowns are inevitable, we got news for you. These risks and losses can – and have to! – be avoided with proactive maintenance.

Software Review 52

Software Review Technical Review Software Technology 52

Netflix Tech

NOVEMBER 22, 2019

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Technology advancements in content creation and consumption have also increased its data footprint. Wednesday?—?December

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Netflix Tech

NOVEMBER 22, 2019

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Technology advancements in content creation and consumption have also increased its data footprint. Wednesday?—?December

AWS 40

AWS Open Source Linux Off-The-Shelf 40

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

Altexsoft

AUGUST 11, 2022

miles long carrying 82,000 metric tons of ore), and more sustainable (one ton of freight can be moved over 470 miles on just a single gallon of diesel fuel). Railroads are an indispensable part of the supply chain when transporting both bulk shipments and intermodal containers. Rail fleet management main components. Rolling stock tracking.

Technical Review 52

Technical Review Industry Technology IoT 52

Perficient

JANUARY 11, 2023

I’m going to start us off with little quote engaged you guy may have seen a sneak peak of that. I’m Sarah Dwiggins, I’m a Marketing Manager for Perficient and I’m excited to be moderating today’s webinar. Journey Science, the Next Frontier in Data Driven Customer Experience. Brian: All right. Thanks, Sarah.

Data 64

Data Research Analytics Organization 64

O'Reilly Media - Ideas

APRIL 15, 2025

One client proudly showed me this evaluation dashboard: The kind of dashboard that foreshadows failure This is the tools trapthe belief that adopting the right tools or frameworks (in this case, generic metrics) will solve your AI problems. Second, too many metrics fragment your attention. Most AI teams focus on the wrong things.

Artificial Inteligence 131

Artificial Inteligence Real Estate Weak Development Team Technical Review 131

Praxent

APRIL 13, 2022

In this episode host Tim Hamilton, CEO & Founder of Praxent, talks with Low about the challenges of small business financial services and how universal API offers a solution. Tim Hamilton – Tell us a bit about what Codat does, the problem it solves, and for whom? Phil Low – Codat, simply put is the universal API for business data.

SMB 52

SMB Banking Small Business Data 52

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

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

Altexsoft

NOVEMBER 3, 2020

The next decade will see an impressive rise of remote patient monitoring (RPM) devices, at a growth rate of 12.5 percent annually. The trend is quite predictable, considering the cumulative effect of the aging population, the high cost of in-patient care, and enormous pressure on hospitals put by COVID-19. What is remote patient monitoring?

System 111

System Healthcare Mobile Education 111

AWS Machine Learning - AI

APRIL 4, 2025

Supervised learning can help tune LLMs by using examples demonstrating some desired behaviors, which is called supervised fine-tuning (SFT). This method is called reinforcement learning from human feedback ( Ouyang et al. This leads to responses that are untruthful, toxic, or simply not helpful to the user. Recently, Lee et al.

Artificial Inteligence 102

Artificial Inteligence Training Systems Review Software Review 102