AWS Machine Learning - AI

APRIL 8, 2024

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model.

Artificial Inteligence 100

Artificial Inteligence Applications Knowledge Base AWS 100

AWS Machine Learning - AI

MAY 30, 2024

Hosting large language models Vitech explored the option of hosting Large Language Models (LLMs) models using Amazon Sagemaker. Vitech needed a fully managed and secure experience to host LLMs and eliminate the undifferentiated heavy lifting associated with hosting 3P models.

Artificial Inteligence 104

Artificial Inteligence Technical Review Development Team Review Software Review 104

AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases is completely serverless, so you don’t need to manage any infrastructure, and when using Knowledge Bases, you’re only charged for the models, vector databases and storage you use. RAG is a popular technique that combines the use of private data with large language models (LLMs).

Knowledge Base 114

Knowledge Base Artificial Inteligence Generative AI AWS 114

AWS Machine Learning - AI

MARCH 1, 2024

For RAG-based applications, the accuracy of the generated response from large language models (LLMs) is dependent on the context provided to the model. As of this writing, the hybrid search feature is available for OpenSearch Serverless, with support for other vector stores coming soon.

Knowledge Base 109

Knowledge Base Artificial Inteligence AWS Generative AI 109

The Crazy Programmer

SEPTEMBER 25, 2023

Get 1 GB of free storage. It’s the serverless platform that will run a range of things with stronger attention on the front end. Even though Vercel mainly focuses on front-end applications, it has built-in support that will host serverless Node.js This is the serverless wrapper made on top of AWS.

Serverless 180

Serverless AWS Google Cloud Azure 180

d2iq

AUGUST 29, 2022

AI and Kubernetes a Perfect Match Another force driving Kubernetes adoption is the rapid maturation of artificial intelligence (AI) and machine learning (ML). DataDog found that more than one-half of all organizations were using serverless computing on one of the three major public cloud providers.

Survey 87

Survey Artificial Inteligence Serverless Artificial Intelligence 87

Perficient

MARCH 19, 2024

If you have built or are building a Data Lake on the Google Cloud Platform (GCP) and BigQuery you already know that BigQuery is a fully managed enterprise data warehouse that helps you manage and analyze your data with built-in features like machine learning, geospatial analysis, and business intelligence.

Data 111

Data Google Cloud Analytics Serverless 111

Apiumhub

MARCH 12, 2024

Implementation: Using edge computing frameworks like AWS IoT Greengrass or Azure IoT Edge to deploy machine learning models directly on edge devices for real-time data analysis. This event-driven model enhances efficiency, scalability, and cost-effectiveness.

Trends 52

Trends Innovation Cloud Serverless 52

Palo Alto Networks

MAY 22, 2024

Our objective is to present different viewpoints and predictions on how artificial intelligence is impacting the current threat landscape, how Palo Alto Networks protects itself and its customers, as well as implications for the future of cybersecurity. He predicts, "Productivity is going to improve as these LLMs help out."

Artificial Inteligence 67

Artificial Inteligence How To Weak Development Team Systems Review 67

Perficient

NOVEMBER 28, 2023

Our cutting-edge tools, such as cameras and sensors, offer real-time tracking, supported by AI (artificial intelligence) image recognition. Hexagonal Architecture and DevSecOps: Fundamentals of our operation The state-of-the-art of our ecosystem is defined by a hexagonal architecture , domain-driven design, and event-driven architecture.

Innovation 52

Innovation Technology Artificial Inteligence Artificial Intelligence 52

Datavail

JUNE 22, 2023

The trends and topics at this event included data analytics, sustainability, application modernization, cloud migration and modernization, AI and machine learning, and operational excellence. Discover technologies like machine learning and serverless computing to gain valuable insights into revolutionizing your industry.

AWS 52

AWS Disaster Recovery Generative AI Storage 52

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 94

Artificial Inteligence Serverless Engineering Generative AI 94

Xebia

AUGUST 29, 2023

Key features of AWS Batch Efficient Resource Management: AWS Batch automatically provisions the required resources, such as compute instances and storage, based on job requirements. This enables you to build end-to-end workflows that leverage the full range of AWS capabilities for data processing, storage, and analytics.

AWS 147

AWS Performance Storage Linux 147

Altexsoft

APRIL 27, 2023

This includes mastery of databases, serverless tools (e.g. AWS offers over 200 fully featured services for computing, storage, database, network, and analytics. AWS Lambda), compute services, management applications, and more. About AltexSoft AltexSoft is a technology consulting company specializing in travel tech and data services.

AWS 52

AWS Travel Lambda Software Engineering 52

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

Generative AI 91

Generative AI Artificial Inteligence AWS Applications 91

AWS Machine Learning - AI

JUNE 18, 2024

More than 170 tech teams used the latest cloud, machine learning and artificial intelligence technologies to build 33 solutions. Cost-effective – The solution should only invoke LLM to generate reusable code on an as-needed basis instead of manipulating the data directly to be as cost-effective as possible.

Generative AI 97

Generative AI Artificial Inteligence Technical Review AWS 97

O'Reilly Media - Ideas

JANUARY 8, 2019

In a recent O’Reilly survey , we found that the skills gap remains one of the key challenges holding back the adoption of machine learning. Data engineers and data scientists are beginning to use new cloud technologies, like serverless, for some of their tasks. Sustaining machine learning in an enterprise.

Trends 83

Trends Data Machine Learning Artificial Inteligence 83

AWS Machine Learning - AI

MARCH 28, 2024

You can deploy this solution with just a few clicks using Amazon SageMaker JumpStart , a fully managed platform that offers state-of-the-art foundation models for various use cases such as content writing, code generation, question answering, copywriting, summarization, classification, and information retrieval.

Artificial Inteligence 113

Artificial Inteligence Generative AI AWS Load Balancer 113

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions. They can understand conversational language and respond naturally. It augments prompts with these relevant chunks to generate an answer using the LLM.

Knowledge Base 98

Knowledge Base Artificial Inteligence Applications Lambda 98

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

JUNE 26, 2024

Artificial intelligence (AI)-powered assistants can boost the productivity of a financial analysts, research analysts, and quantitative trading in capital markets by automating many of the tasks, freeing them to focus on high-value creative work. Pass the results with the prompt to an LLM within Amazon Bedrock.

Artificial Inteligence 99

Artificial Inteligence Research Knowledge Base Applications 99

CircleCI

SEPTEMBER 7, 2021

You can spin up virtual machines (VMs) , Kubernetes clusters , domain name system (DNS) services, storage, queues, networks, load balancers, and plenty of other services without lugging another giant server to your datacenter. Serverless. One cloud offering that does not exist on premises is serverless. Cloud storage.

Cloud 52

Cloud Backup Disaster Recovery Serverless 52

Agile Engine

FEBRUARY 20, 2019

Trend 2: Machine Learning is the New Black. Now that Big Data is officially a boring technology, machine learning became another buzzword hitting the spotlight. In August 2018, deep learning reached the peak of Gartner’s Hype Cycle for Emerging Technologies. Data Storage. Google Cloud Storage.

Big Data 71

Big Data Google Cloud Data Azure 71

AWS Machine Learning - AI

MARCH 7, 2024

The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application. He is a technology enthusiast and a builder with a core area of interest on generative AI, serverless, and DevOps.

AWS 119

AWS Lambda Generative AI Report 119

AWS Machine Learning - AI

MAY 31, 2024

Amazon Bedrock is a fully managed service that makes foundational models (FMs) from leading artificial intelligence (AI) companies and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case. Choose the embeddings model in the next screen.

Knowledge Base 108

Knowledge Base Artificial Inteligence AWS Generative AI 108

Linux Academy

DECEMBER 2, 2019

Last year we saw huge announcements in Machine Learning and Artificial Intelligence, a push into space with AWS Ground Station and the usual list of service enhancements and upgrades that we come to expect from the universes largest cloud vendor. Machine Learning, Machine Learning, Machine Learning.

AWS 17

AWS Artificial Inteligence Blockchain Machine Learning 17

AWS Machine Learning - AI

FEBRUARY 28, 2024

The solution in this post aims to bring enterprise analytics operations to the next level by shortening the path to your data using natural language. With the emergence of large language models (LLMs), NLP-based SQL generation has undergone a significant transformation. on Amazon Bedrock as our LLM.

Artificial Inteligence 112

Artificial Inteligence Generative AI AWS Data 112

Existek

JUNE 20, 2023

It continued expanding beyond databases and authentication to include services like Firebase Cloud Messaging, Firebase Hosting, Firebase Storage, Firebase Analytics, Firebase Performance Monitoring, etc. Firebase offers cloud storage for storing and serving user-generated content such as images, videos, and other files.

Technical Review 52

Technical Review Software Review Authentication Scalability 52

AWS Machine Learning - AI

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. After you create a knowledge base, you need to create a data source from the Amazon Simple Storage Service (Amazon S3) bucket containing the files for your knowledge base.

Knowledge Base 105

Knowledge Base Scalability Applications Generative AI 105

Mobilunity

DECEMBER 9, 2021

Companies are taking a serverless computing course. Many cloud service providers offer features that allow executing code in a serverless environment. We may consider serverless computing as an example of cloud optimization. It is especially relevant now that this technology is becoming more widespread.

Cloud 52

Cloud Google Cloud Azure Serverless 52

AWS Machine Learning - AI

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. The order summary is communicated back to the customer via Amazon Lex. awscli>=1.29.57

Generative AI 121

Generative AI Lambda AWS Artificial Inteligence 121

AWS Machine Learning - AI

MAY 1, 2024

Imagine harnessing the power of advanced language models to understand and respond to your customers’ inquiries. Amazon Bedrock , a fully managed service providing access to such models, makes this possible. We also demonstrate how to analyze and test the model, and then deploy the model via Amazon Bedrock.

Artificial Inteligence 101

Artificial Inteligence AWS Training Generative AI 101

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. Storm serves as the front end for Nova, our serverless content management system (CMS).

Generative AI 109

Generative AI Artificial Inteligence AWS Serverless 109

Prisma Clud

DECEMBER 5, 2023

The rise of AI, machine learning and surging interest in generative AI have increased the volume of data that organizations store in the cloud, creating new risk vectors related to the models themselves. Multiple market forces have brought us to this moment.

Cloud 52

Cloud Software Review Malware Analysis 52

AWS Machine Learning - AI

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Lambda 130

Lambda Generative AI AWS Microservices 130

Existek

JANUARY 11, 2022

They provided a few services like computing, Azure Bob storage, SQL Azure, and Azure Service Bus. For example, they considerably revised the cloud strategy due to the need to transform the delivery model from PaaS to IaaS, thus renaming Windows Azure to Microsoft Azure in 2014. . Machine learning. Migration and transfer.

Azure 52

Azure AWS Cloud How To 52

AWS Machine Learning - AI

NOVEMBER 24, 2023

Amazon Bedrock – Foundation models in Amazon Bedrock use the labels detected by Amazon Rekognition to generate product descriptions. AWS Lambda – AWS Lambda provides serverless compute for processing. Note that in this solution, all of the storage is in the UI. This could be any database of your choice.

Generative AI 95

Generative AI eCommerce Lambda AWS 95