AWS Machine Learning - AI

FEBRUARY 8, 2024

As AI technology continues to evolve, the capabilities of generative AI agents are expected to expand, offering even more opportunities for customers to gain a competitive edge. These managed agents play conductor, orchestrating interactions between FMs, API integrations, user conversations, and knowledge sources loaded with your data.

Knowledge Base 116

Knowledge Base Insurance Lambda AWS 116

AWS Machine Learning - AI

FEBRUARY 19, 2024

One way to enable more contextual conversations is by linking the chatbot to internal knowledge bases and information systems. Integrating proprietary enterprise data from internal knowledge bases enables chatbots to contextualize their responses to each user’s individual needs and interests.

Knowledge Base 95

Knowledge Base Artificial Inteligence Applications Lambda 95

AWS Machine Learning - AI

NOVEMBER 27, 2023

While this data holds valuable insights, its unstructured nature makes it difficult for AI algorithms to interpret and learn from it. As AI adoption continues to accelerate, developing efficient mechanisms for digesting and learning from unstructured data becomes even more critical in the future. read HTML).

Artificial Inteligence 71

Artificial Inteligence Generative AI Data Knowledge Base 71

Tenable

JANUARY 20, 2023

Learn all about the spike in CISO job satisfaction. Also, the struggle to develop secure apps is real. Compensation Security budget Career development Executive visibility Organizational support Among these 5 elements, the ones with the lowest satisfaction scores were the ones most closely linked to money: budget and compensation.

Software Review 62

Software Review Artificial Inteligence SDLC Technical Review 62

Exadel

AUGUST 23, 2022

In this article, we will review all Azure chatbot services and figure out how they can work together. It allows the integration of all other services and defines how the chatbot should work; in fact, the development of Azure chatbots always starts from this service. You don’t need to be a software developer to develop a chatbot!

Azure 75

Azure Software Review Artificial Inteligence Technical Review 75

Samanage

APRIL 18, 2019

If you believe the hype, this holds true not just for tech-oriented businesses, but also for any business mature enough and large enough to have its own IT department. All these efforts are aimed at freeing up human IT capital to further service management and agile development efforts across organizations.

Artificial Inteligence 81

Artificial Inteligence Artificial Intelligence Machine Learning Technical Review 81

AWS Machine Learning - AI

MAY 14, 2024

An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF). RLHF is a technique that combines rewards and comparisons, with human feedback to pre-train or fine-tune a machine learning (ML) model. You can build such chatbots following the same process.

Generative AI 78

Generative AI Artificial Inteligence AWS Applications 78

Apiumhub

MARCH 26, 2019

There will be technical talks by leading software architects from USA, UK & Spain , panel discussions and debates! The mission of the event is to: Write and sign the leading software architecture manifesto for the next generation of developers and software architects in 4 years. George Fairbanks.

Software Review 44

Software Review Architecture Technical Review Systems Review 44

Altexsoft

DECEMBER 15, 2020

However, when embedded into existing health systems and supervised by professionals, pre-diagnostic technologies may bring a lot of advantages. A knowledge base. The content is constantly reviewed and updated by medical professionals. Typically, symptom checker APIs include two major components. A diagnostic engine.

Software Review 59

Software Review Technical Review Healthcare Systems Review 59

Cloudera

JULY 24, 2023

In their effort to reduce their technology spend, some organizations that leverage open source projects for advanced analytics often consider either building and maintaining their own runtime with the required data processing engines or retaining older, now obsolete, versions of legacy Cloudera runtimes (CDH or HDP).

Open Source 68

Open Source Analytics Software Review Metrics 68

AWS Machine Learning - AI

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. The company is committed to ethical and responsible AI development, with human oversight and transparency. The Opportunity Verisk FAST’s initial foray into using AI was due to the immense breadth and complexity of the platform.

Generative AI 100

Generative AI Artificial Inteligence Technical Review Development Team Review 100

Altexsoft

SEPTEMBER 9, 2022

Metadata management is a set of activities, technologies, and policies that target metadata collection, storage, and organizing. Metadata storage usually implies developing a specialized repository. Passive metadata refers to basic technical characteristics and static metadata catalogs. What is metadata management?

Tools 59

Tools Technical Review Software Review Systems Review 59

Openxcell

APRIL 20, 2023

In today’s fast-paced, technology-driven world, ChatGPT shines as a major breakthrough in the realm of AI language models. Developed by OpenAI and based on the GPT-4 architecture, ChatGPT is transforming the way we communicate, collaborate, and interact in our increasingly digital lives.

ChatGPT 52

ChatGPT Tools Education Systems Review 52

Altexsoft

APRIL 24, 2019

How would you price tickets not only to cover expenses for each route but also to achieve a certain level of revenue to be able to grow and develop your business? Dynamic pricing is a practice of setting a price for a product or service based on current market conditions. Approaches to dynamic pricing: Rule-based vs machine learning.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain.

Artificial Inteligence 104

Artificial Inteligence Lambda Generative AI Knowledge Base 104

Altexsoft

JANUARY 17, 2023

If you operate a vacation rental management company and are looking for ways to develop, or if you’re just considering the possibility of starting such a business, we hope that this post will help you get a clearer picture of how things work in this industry, learn more about related technologies, or just pick up a tip or two.

Strategy 52

Strategy Company Technical Review Software Review 52

O'Reilly Media - Ideas

MARCH 23, 2021

It seems harder than ever to agree with others on basic facts, let alone to develop shared values and goals: we even claim to live in a post-truth era. It is, however, driven by the incentives (both visible and hidden) of significant power structures, such as Big Tech companies. Put simply, we are reduced to the inputs of an algorithm.

Media 132

Media Technical Review Culture Internet 132

AWS Machine Learning - AI

APRIL 18, 2024

The high-level workflow includes the following components: Module provisioning – Different platform teams across various domains, such as databases, containers, data management, networking, and security, develop and publish certified or custom modules. The function retrieves and uses Terraform module definitions from the knowledge base.

AWS 99

AWS Lambda Applications Generative AI 99

Openxcell

MARCH 16, 2021

Learning Management System, or LMS, are strategic investments that have brought a huge revolution in the mobile app development industry. Read about: How are IoT and Machine Learning Changing Everyone’s Lives? What do you want to achieve through your learning and development initiatives?

How To 52

How To Training Technical Review Systems Review 52

AWS Machine Learning - AI

MAY 13, 2024

In this part of the blog series, we review techniques of prompt engineering and Retrieval Augmented Generation (RAG) that can be employed to accomplish the task of clinical report summarization by using Amazon Bedrock. Evaluating LLMs is an undervalued part of the machine learning (ML) pipeline.

Generative AI 97

Generative AI Artificial Inteligence Report Healthcare 97

Altexsoft

OCTOBER 25, 2021

Its deep learning natural language processing algorithm is best in class for alleviating clinical documentation burnout, which is one of the main problems of healthcare technology. NLP offers several solutions to help doctors from speech-to-text transcribing technology to simplified clinical documentation management.

Healthcare 52

Healthcare Analysis Software Review Systems Review 52

AWS Machine Learning - AI

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

Artificial Inteligence 97

Artificial Inteligence Analytics Knowledge Base Lambda 97

AWS Machine Learning - AI

MARCH 28, 2024

This post discusses RAG patterns to improve response accuracy using LangChain and tools such as the parent document retriever in addition to techniques like contextual compression in order to enable developers to improve existing generative AI applications. LangChain is an open source Python library designed to build applications with LLMs.

Artificial Inteligence 107

Artificial Inteligence Generative AI AWS Load Balancer 107

AWS Machine Learning - AI

MAY 7, 2024

SageMaker JumpStart is a machine learning (ML) hub with foundation models (FMs), built-in algorithms, and prebuilt ML solutions that you can deploy with just a few clicks. This is often achieved through the inclusion of human review, because no automated approach is entirely foolproof.

Artificial Inteligence 86

Artificial Inteligence Technical Review Systems Review Software Review 86

O'Reilly Media - Ideas

FEBRUARY 28, 2019

In a recent post , we described what it would take to build a sustainable machine learning practice. These projects are built and supported by a stable team of engineers, and supported by a management team that understands what machine learning is, why it’s important, and what it’s capable of accomplishing.

Machine Learning 110

Machine Learning Artificial Inteligence Applications Weak Development Team 110

AWS Machine Learning - AI

MARCH 14, 2024

By the end, you will have solid guidelines and a helpful flow chart for determining the best method to develop your own FM-powered applications, grounded in real-life examples. Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies.

Generative AI 100

Generative AI AWS Applications Artificial Inteligence 100

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Bedrock is a fully managed service that makes leading FMs from AI companies available through an API along with developer tooling to help build and scale generative AI applications. Instead of only fulfilling predefined intents through a static decision tree, agents are autonomous within the context of their suite of available tools.

Generative AI 94

Generative AI Lambda AWS Technical Review 94

Altexsoft

JANUARY 26, 2021

Data Science vs Machine Learning vs AI vs Deep Learning vs Data Mining: Know the Differences. As data becomes the driving force of the modern world, pretty much everyone has stumbled upon such terms as data science, machine learning, artificial intelligence, deep learning, and data mining at some point.

Artificial Inteligence 98

Artificial Inteligence Artificial Intelligence Machine Learning Technical Review 98

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 89

Artificial Inteligence Serverless Engineering Generative AI 89

Planbox

AUGUST 30, 2022

But how do large companies really track, identify, and launch initiatives that create value from these emerging technologies? Here are the 10 most popular tech scouting questions we’ve been asked over the years, and some best practice advice on what you can do to focus your efforts to maximize output in the short-, mid-, and long-term.

Technical Review 52

Technical Review Artificial Inteligence Sustainability Artificial Intelligence 52

Altexsoft

MAY 28, 2020

This article explores how these technologies can improve the speed and quality of medical decisions. Though MYCIN outperformed medical staff in evaluation accuracy, it was never brought into practice — partially, because of slow performance, but mainly due to the ethical and legal issues. Knowledge-based CDSS.

Systems Review 78

Systems Review System Healthcare Technical Review 78

Mobilunity

DECEMBER 5, 2023

This means that Artificial Intelligence embraces more industries, and using this technology “smartly” becomes a critical competitive advantage. These specialists know development methodologies and Machine Learning and usually code in Java, C, and Python. An AI/ML engineer designs applications that simulate humans.

Engineering 52

Engineering ChatGPT Software Review Technical Review 52

AWS Machine Learning - AI

APRIL 26, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG).

Knowledge Base 98

Knowledge Base Generative AI Artificial Inteligence AWS 98

Altexsoft

OCTOBER 3, 2022

This post aims to dive deeper into the topic and give a complete picture of what knowledge graphs are, their components and concepts, and how businesses can use them for better decision-making and growth. So, if you want to apply this technology in your projects but have no idea where to start, this post is a great place.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Systems Review Technical Review 52

Altexsoft

AUGUST 27, 2022

If this seems too long and complex, just make a comparison with a drug development process. All these prompt the pharma industry to seek help from new technologies — and namely, artificial intelligence (AI) which holds a promise to speed up and otherwise improve drug discovery. Drug development process. What is drug discovery?

Artificial Inteligence 52

Artificial Inteligence Chemicals Technical Review Research 52

AWS Machine Learning - AI

MARCH 19, 2024

In the evolving landscape of manufacturing, the transformative power of AI and machine learning (ML) is evident, driving a digital revolution that streamlines operations and boosts productivity. Answers are generated through the Amazon Bedrock knowledge base with a RAG approach.

Generative AI 110

Generative AI Industry Artificial Inteligence Knowledge Base 110

AWS Machine Learning - AI

NOVEMBER 30, 2023

And global services and solutions providers like Accenture are reaping the benefits of customized generative AI applications as they empower their in-house developers with Amazon CodeWhisperer. Conjecture, Salesforce, and Slack are already using SageMaker for hosting models due to these inference optimizations.

Generative AI 123

Generative AI AWS Artificial Inteligence Software Review 123