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

AWS Machine Learning - AI

MARCH 18, 2025

However, off-the-shelf LLMs cant be used without some modification. Embedding is usually performed by a machine learning (ML) model. SQL is one of the key languages widely used across businesses, and it requires an understanding of databases and table metadata. The following diagram provides more details about embeddings.

Artificial Inteligence 85

Artificial Inteligence Applications Generative AI Off-The-Shelf 85

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 105

Artificial Inteligence Serverless Engineering Machine Learning 105

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

MAY 5, 2023

This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making. The key terms that everyone should know within the spectrum of artificial intelligence are machine learning, deep learning, computer vision , and natural language processing.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Technical Review ChatGPT 59

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. .” ” I, thankfully, learned this early in my career, at a time when I could still refer to myself as a software developer. What would you say is the job of a software developer?

Software Review 145

Software Review Development Team Review Machine Learning Artificial Inteligence 145

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

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

CIO

JULY 14, 2023

In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.” Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations.

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

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

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. or lower) or in a custom environment, refer to appendix for more information. If your notebook environments are running on SageMaker Distribution 1.6

Artificial Inteligence 101

Artificial Inteligence Data AWS Generative AI 101

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

The Accidental Successful CIO

MAY 12, 2021

In IT the term business intelligence often also refers to a range of tools that provide quick, easy-to-digest access to insights about an organization’s current state, based on available data. The challenge that CIOs are facing is how best to make use of these new tools? Understanding Business Intelligence vs. Business Analytics.

Business Intelligence 90

Business Intelligence Business Analytics Analytics Off-The-Shelf 90

Cloudera

SEPTEMBER 21, 2021

Airflow users can avoid writing custom code to connect to a new system, but simply use the off-the-shelf providers. Many customers looking at modernizing their pipeline orchestration have turned to Apache Airflow, a flexible and scalable workflow manager for data engineers. Step 0: Skip if you already have Airflow. airflow db init.

Off-The-Shelf 99

Off-The-Shelf Data Engineering Virtualization Cloud 99

Altexsoft

SEPTEMBER 6, 2018

Customer-facing applications powered by machine learning algorithms solve your customers’ problems. An expert talking about the capabilities of predictive analytics for business on a morning TV show is far from unusual. Articles covering AI or data science in Facebook and LinkedIn appear regularly, if not daily.

Company 63

Company Off-The-Shelf Data Software Review 63

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

MARCH 12, 2021

It applies natural language processing (NLP) and machine learning to detect, extract, and study customers’ perceptions about the product or service. It applies natural language processing (NLP) and machine learning to detect, extract, and study customers’ perceptions about the product or service. So, let’s start!

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. Depending on the industry and management domain, scheduling may refer to. Depending on the industry and management domain, scheduling may refer to. What is schedule optimization?

Technology 59

Technology Off-The-Shelf Machine Learning Artificial Inteligence 59

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

JULY 14, 2021

To learn more, check the article on common HIPAA violations to be aware of. Lots of organizations store and process protected health information, or PHI for short, which makes them targets of malicious entities or people who want to use sensitive data for personal and monetary gains. HIPAA specifies 18 identifiers considered as PHI.

Off-The-Shelf 59

Off-The-Shelf Machine Learning Artificial Inteligence Healthcare 59

Altexsoft

AUGUST 12, 2021

Maritime or ship chartering refers to an agreement between a ship owner and a cargo owner in which the former hires out a vessel to the latter to ship freight. 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. Where should you go?

Software 72

Software Transportation Off-The-Shelf Analytics 72

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

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

DECEMBER 7, 2021

In logistics, it refers to the transportation of goods and is typically used to inform customers of the time when the vehicle carrying their freight will arrive. In logistics, it refers to the transportation of goods and is typically used to inform customers of the time when the vehicle carrying their freight will arrive.

How To 52

How To Artificial Inteligence Software Review Systems Review 52

Altexsoft

MARCH 28, 2022

This term refers to hotel alternatives that can be booked for several days or weeks (hence, the second name — short-term rentals.) Vacation and short-term rentals are experiencing a post-COVID renaissance. The data clearly shows the stable, worldwide increase in demand for alternative accommodations, from apartments to farm stays to igloos.

Analysis 52

Analysis Data Software Review Technical Review 52

AWS Machine Learning - AI

SEPTEMBER 6, 2024

To learn more about FMEval, refer to Evaluate large language models for quality and responsibility. Ground truth data in AI refers to data that is known to be true, representing the expected outcome for the system being modeled.

Generative AI 83

Generative AI Metrics Artificial Inteligence Systems Review 83

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

DECEMBER 10, 2019

And that episode was not a one-off. You can learn the detailed story of Sabre in our video: It comes as no surprise that after the introduction of the first CRS other airlines preferred to use IBM’s expertise rather than doing everything from scratch. Something that happens quite often nowadays. The first generation: legacy systems.

Airlines 18

Airlines Systems Review System Travel 18

Altexsoft

FEBRUARY 22, 2022

As we discussed in one of our previous articles, there are three main types of maintenance policies : reactive, preventive, and predictive (the two latter categories are referred to as proactive maintenance). Prevention is better than cure. If you think vehicle breakdowns are inevitable, we got news for you.

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

JULY 22, 2022

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. The ports of Los Angeles and New York are not far behind. Main terminal challenges.

Operating System 52

Operating System Systems Review System Technical Review 52

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

O'Reilly Media - Ideas

APRIL 15, 2025

Most AI teams focus on the wrong things. Heres a common scene from my consulting work: AI TEAM Heres our agent architectureweve got RAG here, a router there, and were using this new framework for ME [Holding up my hand to pause the enthusiastic tech lead] Can you show me how youre measuring if any of this actually works? This isnt surprising.

Artificial Inteligence 98

Artificial Inteligence Real Estate Weak Development Team Technical Review 98

O'Reilly Media - Ideas

AUGUST 17, 2021

Applin has referred to this assumption as “design individualism”; it is a common misframing used by technology organizations. 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 130

Technical Review Social Network Off-The-Shelf 130

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 Machine Learning 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

O'Reilly Media - Ideas

MAY 17, 2022

In the previous article , I explored the role of the middleman in a two-sided marketplace. The term “middleman” has a stigma to it. Mostly because, when you sit between two parties that want to interact, it’s easy to get greedy. Greed will bring you profits in the short term. Probably in the long term, as well.

Technical Review 63

Technical Review Software Review Systems Review Off-The-Shelf 63