AWS Machine Learning - AI

DECEMBER 4, 2024

Scalable infrastructure – Bedrock Marketplace offers configurable scalability through managed endpoints, allowing organizations to select their desired number of instances, choose appropriate instance types, define custom auto scaling policies that dynamically adjust to workload demands, and optimize costs while maintaining performance.

Artificial Inteligence 100

Artificial Inteligence Microservices Generative AI AWS 100

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. Verisk has a governance council that reviews generative AI solutions to make sure that they meet Verisks standards of security, compliance, and data use.

Generative AI 88

Generative AI Technical Review Insurance Policies 88

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Generative AI 109

Generative AI Video Engineering Artificial Inteligence 109

Exadel

JULY 6, 2022

The banking landscape is constantly changing, and the application of machine learning in banking is arguably still in its early stages. Machine learning solutions are already rooted in the finance and banking industry. Machine learning solutions are already rooted in the finance and banking industry.

Artificial Inteligence 140

Artificial Inteligence Machine Learning Banking Fintech 140

AWS Machine Learning - AI

NOVEMBER 6, 2024

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. Set up your development environment To get started with deploying the Streamlit application, you need access to a development environment with the following software installed: Python version 3.8

Generative AI 118

Generative AI AWS Artificial Inteligence Applications 118

AWS Machine Learning - AI

APRIL 10, 2025

On the Review and create page, review the settings and choose Create Knowledge Base. Choose a commitment term (no commitment, 1 month, or 6 months) and review the associated cost for hosting the fine-tuned models. For more information, refer to the following GitHub repo , which contains sample code. Choose Next.

Case Study 115

Case Study Artificial Inteligence Study Generative AI 115

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal needed a solution that could be rapidly deployed without extensive custom coding. This first use case was chosen because the RFP process relies on reviewing multiple types of information to generate an accurate response based on the most up-to-date information, which can be time-consuming.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

CIO

JULY 2, 2024

Provide more context to alerts Receiving an error text message that states nothing more than, “something went wrong,” typically requires IT staff members to review logs and identify the issue. This scalability allows you to expand your business without needing a proportionally larger IT team.” This is highly unproductive, Orr says.

Artificial Inteligence 215

Artificial Inteligence Software Review Technical Advisors Technical Review 215

CIO

APRIL 23, 2025

Features like time-travel allow you to review historical data for audits or compliance. The machine learning models would target and solve for one use case, but Gen AI has the capability to learn and address multiple use cases at scale. A critical consideration emerges regarding enterprise AI platform implementation.

Insurance 165

Insurance Artificial Inteligence Data Architecture 165

AWS Machine Learning - AI

MARCH 5, 2025

Review the source document excerpt provided in XML tags below - For each meaningful domain fact in the , extract an unambiguous question-answer-fact set in JSON format including a question and answer pair encapsulating the fact in the form of a short sentence, followed by a minimally expressed fact extracted from the answer.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we provide a step-by-step guide with the building blocks needed for creating a Streamlit application to process and review invoices from multiple vendors. The results are shown in a Streamlit app, with the invoices and extracted information displayed side-by-side for quick review.

Software Review 105

Software Review Technical Review AWS Artificial Inteligence 105

Hacker Earth Developers Blog

DECEMBER 4, 2024

Whether a software developer collaborates with product managers or a data scientist works alongside stakeholders to translate business requirements, the ability to communicate effectively is non-negotiable. Communication skills: Observe how candidates explain their thought processes during coding challenges. How would you describe it?”

Recruiting 130

Recruiting Technical Review Software Review Exercises 130

Apiumhub

DECEMBER 9, 2024

We may also review security advantages, key use instances, and high-quality practices to comply with. This integration not only improves security by ensuring that secrets in code or configuration files are never exposed but also improves compliance with regulatory standards. Also combines data integration with machine learning.

Azure 91

Azure Analytics Storage Artificial Inteligence 91

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers.

Artificial Inteligence 122

Artificial Inteligence Generative AI AWS Applications 122

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. Its sales analysts face a daily challenge: they need to make data-driven decisions but are overwhelmed by the volume of available information.

Generative AI 104

Generative AI Applications Technical Review Software Review 104

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. BQA reviews the performance of all education and training institutions, including schools, universities, and vocational institutes, thereby promoting the professional advancement of the nations human capital.

Education 102

Education Report Technical Review Generative AI 102

AWS Machine Learning - AI

APRIL 1, 2025

With App Studio, technical professionals such as IT project managers, data engineers, enterprise architects, and solution architects can quickly develop applications tailored to their organizations needswithout requiring deep software development skills. For more information, see Setting up and signing in to App Studio.

AWS 92

AWS Software Review Technical Review Generative AI 92

AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). It’s serverless so you don’t have to manage the infrastructure. This approach supports model end of life.

Generative AI 110

Generative AI AWS Enterprise Artificial Inteligence 110

AWS Machine Learning - AI

NOVEMBER 26, 2024

there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. The account ID and Region are dynamically set using AWS CLI commands, making the process more flexible and avoiding hard-coded values. You can test the inference server by making a request from your local machine.

AWS 99

AWS Load Balancer Software Review Artificial Inteligence 99

Hacker Earth Developers Blog

JANUARY 22, 2020

Information security software developers. Released in 1991 and created by Guido van Rossum, Python was and is still extremely relevant for all developers to learn and grow. Source: Coding Dojo. Right from programming projects such as data mining and Machine Learning, Python is the most favored programming language.

Technical Review 216

Technical Review Artificial Inteligence Machine Learning Software Review 216

AWS Machine Learning - AI

APRIL 10, 2025

By choosing View API , you can also access the model using code examples in the AWS Command Line Interface (AWS CLI) and AWS SDKs. Correlation: Larger populations in developing regions often correlate with higher motorcycle usage due to affordability and convenience. Additionally, Pixtral Large supports the Converse API and tool usage.

Generative AI 95

Generative AI AWS Technical Review Artificial Inteligence 95

CIO

JANUARY 1, 2025

His own buy before build strategy was very different to GECAS, which relied on the back-office infrastructure of parent company GE while running proprietary software on Amazon that was core to its business processes. Koletzki would use the move to upgrade the IT environment from a small data room to something more scalable.

Strategy 152

Strategy Azure Technical Review Systems Review 152

AWS Machine Learning - AI

MARCH 27, 2025

The following code is an example of how to modify an existing SCP that denies access to all services in specific Regions while allowing Amazon Bedrock inference through cross-Region inference for Anthropics Claude 3.5 Review the configuration and choose Enable control. This completes the configuration. 1 control you configured earlier.

Artificial Inteligence 111

Artificial Inteligence AWS Technical Review Policies 111

AWS Machine Learning - AI

OCTOBER 16, 2024

As DPG Media grows, they need a more scalable way of capturing metadata that enhances the consumer experience on online video services and aids in understanding key content characteristics. The project focused solely on audio processing due to its cost-efficiency and faster processing time. A lower MER signifies better accuracy.

Media 115

Media Video Artificial Inteligence Generative AI 115

Openxcell

MARCH 23, 2023

But with technological progress, machines also evolved their competency to learn from experiences. This buzz about Artificial Intelligence and Machine Learning must have amused an average person. But knowingly or unknowingly, directly or indirectly, we are using Machine Learning in our real lives.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Examples Artificial Intelligence 98

Palo Alto Networks

OCTOBER 22, 2024

The dynamic nature of cloud technology—with feature updates in public cloud services, new attack methods and the widespread use of open-source code—is now driving awareness of the risks inherent to modern, cloud-native development. Leverage AI and machine learning to sift through large volumes of data and identify potential threats quickly.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Dzone - DevOps

AUGUST 9, 2023

Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods. Traditional approaches often need help operationalizing ML models due to factors like discrepancies between training and serving environments or the difficulties in scaling up.

Machine Learning 73

Machine Learning Artificial Inteligence Scalability Software Review 73

d2iq

FEBRUARY 19, 2021

Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself. Adapted from Sculley et al.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

AWS Machine Learning - AI

MARCH 13, 2025

Amazon SageMaker AI provides a managed way to deploy TGI-optimized models, offering deep integration with Hugging Faces inference stack for scalable and cost-efficient LLM deployment. The following code shows how to deploy the DeepSeek-R1-Distill-Llama-8B model to a SageMaker endpoint, directly from the Hugging Face Hub.

Artificial Inteligence 94

Artificial Inteligence AWS Machine Learning Load Balancer 94

AWS Machine Learning - AI

NOVEMBER 22, 2024

You can change and add steps without even writing code, so you can more easily evolve your application and innovate faster. The map functionality in Step Functions uses arrays to execute multiple tasks concurrently, significantly improving performance and scalability for workflows that involve repetitive operations.

Generative AI 87

Generative AI AWS Technical Review Backup 87

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 125

Technical Review Software Review Systems Review Lambda 125

AWS Machine Learning - AI

APRIL 16, 2025

Businesses are increasingly seeking domain-adapted and specialized foundation models (FMs) to meet specific needs in areas such as document summarization, industry-specific adaptations, and technical code generation and advisory. Independent software vendors (ISVs) are also building secure, managed, multi-tenant generative AI platforms.

Artificial Inteligence 88

Artificial Inteligence Generative AI AWS Storage 88

Perficient

FEBRUARY 17, 2025

React : A JavaScript library developed by Facebook for building fast and scalable user interfaces using a component-based architecture. Technologies : Node.js : A JavaScript runtime that allows developers to build fast, scalable server-side applications using a non-blocking, event-driven architecture. Unreal Engine Online Learning.

Development 52

Development Software Review Technical Review Systems Review 52

Openxcell

MARCH 30, 2023

From human genome mapping to Big Data Analytics, Artificial Intelligence (AI),Machine Learning, Blockchain, Mobile digital Platforms (Digital Streets, towns and villages),Social Networks and Business, Virtual reality and so much more. What is Machine Learning? What is IoT or Internet of Things?

Artificial Inteligence 98

Artificial Inteligence Machine Learning IoT Internet 98

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. His expertise spans MLOps, GenAI, serverless architectures, and Infrastructure as Code (IaC).

Artificial Inteligence 65

Artificial Inteligence Open Source AWS Serverless 65

CIO

DECEMBER 20, 2023

Generative AI can help businesses achieve faster development in two main areas: low/no-code application development and mainframe modernisation. Streamlined coding process : Generative AI provides real-time information on available functions, parameters, and usage examples as the coder types.

Generative AI 193

Generative AI Software Review Technical Review Weak Development Team 193

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands.

Generative AI 79

Generative AI Artificial Inteligence Metrics AWS 79