AWS Machine Learning - AI

DECEMBER 22, 2023

These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos. Despite the great generalization capabilities of these models, there are often use cases where these models have to be adapted to new tasks or domains.

Artificial Inteligence 112

Artificial Inteligence Training Off-The-Shelf Metrics 112

CIO

OCTOBER 12, 2023

What are your metrics for success? Use the learnings to avoid making similar missteps with GenAI. You might choose to bring the AI to your data by running an off-the-shelf or open-source solution in your corporate datacenter, ideally reducing complexity and risk. What are your goals with GenAI? Target specific use cases.

Generative AI 191

Generative AI Strategy Off-The-Shelf Survey 191

O'Reilly Media - Data

MARCH 22, 2018

A deep dive into model interpretation as a theoretical concept and a high-level overview of Skater. 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.

Off-The-Shelf 161

Off-The-Shelf Artificial Inteligence Machine Learning Weak Development Team 161

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.

Artificial Inteligence 124

Artificial Inteligence Tools Machine Learning Artificial Intelligence 124

TechCrunch

MAY 24, 2022

This confidence crisis in the data needs an objective metric to be mitigated, and that’s what NeuraLight, based in Austin and Tel Aviv, is building. This, along with other eye movements and metrics, has been linked to neurological disorders for years in numerous publications. ” Image Credits: NeuraLight.

Off-The-Shelf 206

Off-The-Shelf Technical Review Analysis Testing 206

Altexsoft

APRIL 13, 2021

Customer satisfaction score (CSAT) and Net Promoter Score (NPS) are the most important metrics for any insurance company. Customer satisfaction score (CSAT) and Net Promoter Score (NPS) are the most important metrics for any insurance company. The insurance industry is notoriously bad at customer experience. Not in China though.

Artificial Inteligence 87

Artificial Inteligence Machine Learning Insurance Technical Review 87

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

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

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

Xebia

APRIL 4, 2025

Together, we will learn about: Why GenAI data extraction The automation levels The automation potential Let’s start! LLMs can extract structured data from free-form text like an insurance claim, saving employees time doing it manually. What is still fantasy and what concrete potential exists? Yes: we can speed this up.

Data 130

Data Artificial Inteligence Quality Assurance Insurance 130

O'Reilly Media - Ideas

FEBRUARY 20, 2019

An overview of emerging trends, known hurdles, and best practices in artificial intelligence. That was the third of three industry surveys conducted in 2018 to probe trends in artificial intelligence (AI), big data, and cloud adoption. These points would have been out of scope for any of the individual reports.

Survey 111

Survey Artificial Inteligence Technical Review Artificial Intelligence 111

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 11, 2025

A few weeks ago, DeepSeek shocked the AI world by releasing DeepSeek R1 , a reasoning model with performance on a par with OpenAI’s o1 and GPT-4o models. Thats roughly 1/10th what it cost to train OpenAIs most recent models. As far as I know, this is unique among reasoning models (specifically, OpenAIs o3, Gemini 2.0,

Data Center 64

Data Center Training Off-The-Shelf Artificial Inteligence 64

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

AUGUST 8, 2019

As companies begin to explore AI technologies, three areas in particular are garnering a lot of attention: computer vision, natural language applications, and speech technologies. 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

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. Building Models. A common task for a data scientist is to build a predictive model. You might say that the outcome of this exercise is a performant predictive model. Pretty simple.

Software Review 145

Software Review Development Team Review Artificial Inteligence Machine Learning 145

Altexsoft

APRIL 1, 2021

RPA bots can be used on a large scale and automate thousands of processes at once. 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. What is Robotic Process Automation in a nutshell.

Development 111

Development Software Review Technical Review Artificial Inteligence 111

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 Artificial Inteligence Machine Learning 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. Understanding Business Intelligence vs. Business Analytics. Implementing Self-service Business Intelligence.

Business Intelligence 90

Business Intelligence Business Analytics Analytics Off-The-Shelf 90

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

Modus Create

JUNE 20, 2023

Micro frontends have immense benefits, but it’s not a technology you can use off the shelf. Therefore it’s vital to seek expert guidance and invest time in learning how micro frontends will alter your product development culture before you begin the transition. Here’s what’s capturing the attention of global enterprises in 2023.

Trends 75

Trends Development Serverless Technical Review 75

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

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. In 2019, Netflix moved thousands of container hosts to bare metal.

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 Artificial Inteligence Machine Learning 59

Altexsoft

MARCH 28, 2022

According to the Global Vacation Rental Report 2022 , 40 percent of property managers rely on market business intelligence (BI) or analytics services, a big leap compared to just 13 percent before the COVID-19 outbreak. Vacation and short-term rentals are experiencing a post-COVID renaissance. Why rental data is important and where to get it.

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. Pricing tools evaluate a large number of internal (stock or inventory, KPIs, etc.) Pricing automation.

Artificial Inteligence 73

Artificial Inteligence Machine Learning 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. Ideally, the middleware platform also takes care of such tasks as connectivity, data integration , data processing, data quality control, data visualization , data modeling and governance, and more.

IoT 64

IoT Technical Review Technical Advisors Energy 64

Trigent

AUGUST 23, 2023

Companies encountered technological and operational constraints when using standard off-the-shelf RPA solutions that need customization. Their current systems handle large amounts of unstructured data, a capability that is lacking in their current vendor’s solution. million in 2022 and is projected to achieve a CAGR of 39.9%

Innovation 52

Innovation Generative AI Artificial Inteligence Off-The-Shelf 52

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

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

Marv's Smart Future

MAY 21, 2018

Along with new weapon and sensor technologies, this vision is critically dependent upon out-pacing peer competitors with artificial intelligence and cyberspace control. To turn this around “speed to capability” should be the primary program metric, with cost, performance, and schedule as secondary metrics.

Technical Review 49

Technical Review Systems Review Technical Leadership Programming 49

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

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. Wednesday?—?December

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Netflix Tech

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 202 A day in the life of a Netflix Engineer Dave Hahn , SRE Engineering Manager Abstract : Netflix is a large, ever-changing ecosystem serving millions of customers across the globe through cloud-based systems and a globally distributed CDN. Wednesday?—?December

AWS 40

AWS Open Source Linux Off-The-Shelf 40