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. Dynamic pricing is a practice of setting a price for a product or service based on current market conditions.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73

AWS Machine Learning - AI

DECEMBER 6, 2023

To create AI assistants that are capable of having discussions grounded in specialized enterprise knowledge, we need to connect these powerful but generic LLMs to internal knowledge bases of documents. In Part 1, we review the RAG design pattern and its limitations on analytical questions.

Artificial Inteligence 96

Artificial Inteligence Analytics Knowledge Base Lambda 96

Altexsoft

SEPTEMBER 9, 2022

Plus, a data fabric architecture design approach is also based on metadata as one of the main building blocks. Such uniform usage enables interoperability and integration between disparate systems. Interoperability is about selecting metadata standards to make your data comparable and integrable across different systems.

Tools 59

Tools Technical Review Software Review Systems Review 59

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. An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user.

Artificial Inteligence 103

Artificial Inteligence Lambda Generative AI Knowledge Base 103

Altexsoft

OCTOBER 25, 2021

Natural language processing or NLP is a branch of AI that uses linguistics, statistics, and machine learning to give computers the ability to understand human speech. NLP-powered systems can derive meaning from what’s said or written, with all the complexities and nuances of natural narrative text.

Healthcare 52

Healthcare Analysis Software Review Systems Review 52

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. max_tokens=512, top_p=0.9,

Artificial Inteligence 86

Artificial Inteligence Technical Review Systems Review Software Review 86

AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

Artificial Inteligence 106

Artificial Inteligence Generative AI AWS Load Balancer 106

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 63

Generative AI Artificial Inteligence Report Healthcare 63

AWS Machine Learning - AI

DECEMBER 22, 2023

This solution is intended to act as a launchpad for developers to create their own personalized conversational agents for various applications, such as virtual workers and customer support systems. Solution architecture The following diagram illustrates the solution architecture.

Generative AI 93

Generative AI Lambda AWS Technical Review 93

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 88

Artificial Inteligence Serverless Engineering Generative AI 88

Altexsoft

MAY 28, 2020

Luckily, the most routine part of this job can be done by computers — or, to be more specific, by clinical decision support systems. Broadly speaking, a clinical decision support system (CDSS) is a program module that helps medical professionals with decision making at the point of care. MYCIN expert system interface.

Systems Review 78

Systems Review System Healthcare Technical Review 78

AWS Machine Learning - AI

MARCH 14, 2024

The skills needed to properly integrate, customize, and validate FMs within existing systems and data are in short supply. Beyond hardware, data cleaning and processing, model architecture design, hyperparameter tuning, and training pipeline development demand specialized machine learning (ML) skills.

Generative AI 99

Generative AI AWS Applications Artificial Inteligence 99

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. Solution overview The following diagram illustrates the solution architecture. Choose Create knowledge base.

Generative AI 109

Generative AI Industry Artificial Inteligence Knowledge Base 109

AWS Machine Learning - AI

NOVEMBER 30, 2023

SageMaker also actively monitors instances that are processing inference requests and intelligently routes requests based on which instances are available—achieving 20% lower inference latency (on average). Conjecture, Salesforce, and Slack are already using SageMaker for hosting models due to these inference optimizations.

Generative AI 122

Generative AI AWS Artificial Inteligence Software Review 122

iTexico

AUGUST 9, 2019

Through the benefits that Microsoft Azure provides, your IT staff will be freed up to work on new projects rather than managing your data servers on general system upkeep. Microsoft has been benefiting business practices for decades now, that much is common knowledge. What Is Microsoft Azure? How to Connect to Azure Cloud Service?

Azure 8

Azure Cloud Disaster Recovery Data Center 8

Altexsoft

APRIL 27, 2021

Let’s picture an ideal healthcare environment where fitness trackers, patient apps, hospital systems, pharmacy software, and lab tools effortlessly exchange data. Instead of fax machines, healthcare stakeholders will primarily rely on application programming interfaces or APIs. Alas, reality looks quite different.

Healthcare 69

Healthcare Software Review Technical Review Systems Review 69

Altexsoft

MARCH 30, 2023

What is Databricks Databricks is an analytics platform with a unified set of tools for data engineering, data management , data science, and machine learning. The relatively new storage architecture powering Databricks is called a data lakehouse. Databricks lakehouse platform architecture. Delta Lake integrations.

Weak Development Team 64

Weak Development Team Machine Learning Artificial Inteligence Software Review 64