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.

Artificial Inteligence 69

Artificial Inteligence Machine Learning Transportation Network 69

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 109

Generative AI Artificial Inteligence Applications AWS 109

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 106

Artificial Inteligence Serverless Engineering Machine Learning 106

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. A REST API is built directly into our VSP storage controllers. Today, modern, web based, open APIs are connecting more than code.

Data Center 73

Data Center Strategy Data Storage 73

Cloudera

SEPTEMBER 21, 2021

A provider could be used to make HTTP requests, connect to a RDBMS, check file systems (such as S3 object storage), invoke cloud provider services, and much more. Airflow users can avoid writing custom code to connect to a new system, but simply use the off-the-shelf providers. They were already part of Airflow 1.x

Off-The-Shelf 99

Off-The-Shelf Data Engineering Virtualization Cloud 99

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 105

Artificial Inteligence Training Off-The-Shelf Metrics 105

AWS Machine Learning - AI

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them.

Artificial Inteligence 102

Artificial Inteligence Data AWS Generative AI 102

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

Confluent

SEPTEMBER 25, 2019

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. In 2011, Marc Andressen wrote an article called Why Software is Eating the World. The central idea is that any process that can be moved into software, will be.

Company 56

Company Software Retail Banking 56

Netflix Tech

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source 54

Open Source Data Artificial Inteligence Machine Learning 54

Netflix Tech

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. This talk explores the journey, learnings, and improvements to performance analysis, efficiency, reliability, and security.

AWS 15

AWS Open Source Linux Engineering Management 15

IDC

SEPTEMBER 11, 2019

AI covers a wide range of applications, including natural language processing, machine learning, image/video analytics, and deep learning, among others. However, there are still major challenges to AI adoption; in fact, cost of the solution and lack of skilled resources are cited as the top inhibitors of adopting AI.

Artificial Inteligence 10

Artificial Inteligence Artificial Intelligence Organization Off-The-Shelf 10

Altexsoft

JULY 21, 2021

So, numerous techniques, including mathematical optimization, constraint programming, and machine learning (ML), are used to address this issue. Doing it manually is time-consuming and way too uneffective. What is schedule optimization? Depending on the industry and management domain, scheduling may refer to.

Technology 59

Technology Off-The-Shelf Artificial Inteligence Machine Learning 59

Altexsoft

JULY 14, 2021

BAs include cloud service providers, billing companies, data storage, firms, and attorneys. To learn more, check the article on common HIPAA violations to be aware of. According to a report by bitglass , the number of healthcare breaches reached 599 in 2020, a 55 percent increase since 2019. Here’s the full list of PHI identifiers.

Off-The-Shelf 59

Off-The-Shelf Artificial Inteligence Machine Learning Healthcare 59

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

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

Actian

NOVEMBER 25, 2019

I wrote an initial blog a few weeks ago on flat files and why embedded software application developers readily adopted them. Then in the next blog, I covered why embedded developers are reluctant to use databases. In most cases, change doesn’t happen in ways that we immediately recognize and feel compelled to react to.

Artificial Inteligence 40

Artificial Inteligence Machine Learning Off-The-Shelf Systems Review 40

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

AUGUST 12, 2021

Today, maritime transportation evolved into a highly complex industry which is the backbone of international trade, carrying up to 90 percent of the traded goods. 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. Typical ship chartering scenarios.

Software 72

Software Transportation Off-The-Shelf Analytics 72

Actian

JANUARY 24, 2020

For this final installment, I realized that the argument for migrating off flat files probably needs to be done in a more prescriptive fashion. Support for multiple OS environments with a single storage format. A single storage format would significantly reduce integration time and cost as well as improve security.

Software Development 40

Software Development Software Development Off-The-Shelf 40

Cloudera

JULY 24, 2023

Apache Impala, Apache Spark) but also all foundational services needed for storage (e.g., data engineering pipelines, machine learning models). data engineering pipelines, machine learning models). Apache Ozone), scheduling / orchestration (e.g.,

Open Source 66

Open Source Analytics Software Review Metrics 66

Altexsoft

JULY 22, 2022

freight (loading/unloading, storage, stuffing/stripping, etc.), The recent Royal Bank of Canada (RBC) overview of global supply chains explicitly displays how bad port congestion currently is – and how it keeps getting worse. The study states that one-fifth of the global container ship fleet is stuck at various major ports.

Operating System 52

Operating System Systems Review System Technical Review 52

Netflix Tech

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. In this session, we share our philosophy and lessons learned over the years of operating stateful services in AWS.

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Netflix Tech

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. In this session, we share our philosophy and lessons learned over the years of operating stateful services in AWS.

AWS 40

AWS Open Source Linux Off-The-Shelf 40

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

Sunflower Lab

OCTOBER 9, 2023

With Business Analytics becoming more and more intelligent with time and further innovative with the usage, it is an inevitable instance where your data will not be needing any manual manipulations and actions, as it will be all taken care by the automated machine learning programs.

Business Analytics 40

Business Analytics Analytics UI/UX Development Team Review 40

Altexsoft

AUGUST 11, 2022

Railroads are an indispensable part of the supply chain when transporting both bulk shipments and intermodal containers. Compared to truck – its main competitor – train is cheaper (in the US it’s 4 cents vs 20 cents per ton-mile), more efficient (the record-breaking train was 682 cars and 4.5 Rail fleet management main components. ETA forecasting.

Technical Review 52

Technical Review Industry Technology IoT 52

Altexsoft

APRIL 13, 2023

“Control towers are the artificial intelligence (AI) of supply chain. Everyone wants to have it, but nobody quite knows how it works.” Christian Titze, vice president analyst at Gartner. Source: Supply Chain Dive Over the last few years, global supply chains have been so severely disrupted – but also enhanced with cutting-edge technologies.

Technical Review 59

Technical Review Software Review Analytics Systems Review 59

TechCrunch

JULY 16, 2021

But then came Bitcoin and the crypto boom and — also in 2013 — the Snowden revelations, which ripped the veil off the NSA’s “collect it all” mantra, as Booz Allen Hamilton sub-contractor Ed risked it all to dump data on his own (and other) governments’ mass surveillance programs. million seed round in 2019.

Technical Review 334

Technical Review Network Internet Off-The-Shelf 334

CIO

JANUARY 12, 2024

And a lot of that comes down to the vast amounts of customer data CRM systems contain and their capabilities for pulling insights from that data through AI and machine learning — functionality that is becoming increasingly vital for enterprises across nearly every industry. Another important application of ML/AI is data analytics.

Trends 192

Trends Artificial Inteligence Generative AI Off-The-Shelf 192

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

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

Datica

JUNE 17, 2019

To learn more about the progress made and promising ways to simplify inteoperability, we reached out to a panel of healthcare IT pros and asked them to answer this question: “What’s the single best way to simplify interoperability in healthcare IT?”. Jibestream. Chris Wiegand is the CEO & Co-Founder of Jibestream.

Healthcare 40

Healthcare Blockchain Technical Review Systems Review 40