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 84

Generative AI Artificial Inteligence AWS Applications 84

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

TechCrunch

OCTOBER 5, 2021

Also helps to flag things like which machines cause the most issues or slowdowns. 11Sight : Browser-based video/audio call widget that can be placed on your website to quickly connect potential customers with your sales team, then track leads and integrate that data into your CRM accordingly. We wrote about Freightify here.

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Company Blockchain Virtualization Retail 197

AWS Machine Learning - AI

APRIL 8, 2024

When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model. One popular approach is using Retrieval Augmented Generation (RAG) to create Q&A systems that comprehend complex information and provide natural responses to queries.

Artificial Inteligence 96

Artificial Inteligence Applications Knowledge Base AWS 96

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 ObjectCreator prompt converts the natural language requests into a data structure (JSON format).

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Generative AI Lambda AWS Artificial Inteligence 117

AWS Machine Learning - AI

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

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Generative AI Artificial Inteligence Engineering Travel 112

AWS Machine Learning - AI

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. FAST has earned a fourth consecutive leader ranking in the 2024 ISG Provider Lens report for its seamless integration with Verisk’s data, analytics, and claims tools.

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Generative AI Artificial Inteligence Technical Review Development Team Review 111

AWS Machine Learning - AI

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. It’s serverless, so you don’t have to manage any infrastructure.

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Generative AI Artificial Inteligence Report Healthcare 102

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

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Generative AI AWS Applications Artificial Inteligence 102

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

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Artificial Inteligence Generative AI Systems Review Software Review 72

Cloudera

OCTOBER 31, 2023

Cloudera recently signed a strategic collaboration agreement with Amazon Web Services (AWS), reinforcing our relationship and commitment to accelerating and scaling cloud native data management and data analytics on AWS. Customers can quickly and easily build generative AI applications using these new features available in Cloudera.

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Generative AI Artificial Inteligence AWS Innovation 99

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. Data security – Ensuring the security of inference payload data is paramount.

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Artificial Inteligence Serverless Engineering Generative AI 90

AWS Machine Learning - AI

APRIL 23, 2024

Aligning generative AI applications with this framework is essential for several reasons, including providing scalability, maintaining security and privacy, achieving reliability, optimizing costs, and streamlining operations. StorageConfiguration – Specify information about the vector store in which the data source is stored.

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Knowledge Base Scalability Applications Generative AI 101

AWS Machine Learning - AI

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. The primary goal is to automatically generate SQL queries from natural language text.

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Generative AI Artificial Inteligence Enterprise Data 116

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

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Knowledge Base Artificial Inteligence Applications Lambda 96

AWS Machine Learning - AI

FEBRUARY 28, 2024

Today, generative AI can enable people without SQL knowledge. This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text into semantically correct SQL. The multi-step component allows the LLM to correct the generated SQL query for accuracy.

Artificial Inteligence 109

Artificial Inteligence Generative AI AWS Data 109

Prisma Clud

DECEMBER 5, 2023

It’s clear that organizations need more robust capabilities for detecting sensitive data, monitoring access and usage, and tackling misconfigurations and vulnerabilities. Cloud service sprawl and multicloud deployments add complexity and create fluid environments where sensitive data is hard to monitor.

Cloud 52

Cloud Software Review Malware Analysis 52

AWS Machine Learning - AI

NOVEMBER 24, 2023

This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources.

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Generative AI eCommerce Lambda AWS 91

AWS Machine Learning - AI

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). To query and visualize the data stored in Amazon S3, you have different options, including S3 Select , and Amazon Athena and Amazon QuickSight.

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Lambda Generative AI AWS Microservices 126

AWS Machine Learning - AI

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications.

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Artificial Inteligence Generative AI AWS Load Balancer 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.

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AWS Artificial Inteligence Blockchain Machine Learning 17

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation.

Knowledge Base 118

Knowledge Base Insurance Lambda AWS 118

Perficient

DECEMBER 11, 2023

Dominating the conversation was the advancement and capabilities of Generative AI across several AWS Services, while not losing sight on the importance of application modernization and cloud migration. At Perficient, we are at the forefront of the next generation of AI and ML.

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AWS Serverless Generative AI Innovation 52

AWS Machine Learning - AI

MAY 1, 2024

Fine-tuning large language models (LLMs) on domain-specific data supercharges tasks like answering product questions or generating relevant content. In this post, we show how Amazon Bedrock and Amazon SageMaker Canvas , a no-code AI suite, allow business users without deep technical expertise to fine-tune and deploy LLMs.

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Artificial Inteligence AWS Training Generative AI 98

Cloudera

DECEMBER 20, 2023

Those models are trained or augmented with data from a data management platform. The data management platform, models, and end applications are powered by cloud infrastructure and/or specialized hardware. Customers can quickly and easily build generative AI applications using these new features available in Cloudera.

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Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 70

Honeycomb

MAY 3, 2023

Input: “latency for users with the highest cart totals, by user id” Result: The resulting generated query correctly computes latency for the service, grouped by user ID, but also filters for a threshold on the log10 of cart totals, which filters out users that don’t have much in their shopping carts.

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Artificial Inteligence Meeting Generative AI Groups 128

AWS Machine Learning - AI

NOVEMBER 30, 2023

Machine learning techniques can help you discover such images. “ The previous post discussed how you can use Amazon machine learning (ML) services to help you find the best images to be placed along an article or TV synopsis without typing in keywords. This latest Amazon Titan model can accept text, images, or both.

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AWS Lambda Generative AI Applications 91

Sunflower Lab

FEBRUARY 1, 2024

Delving into a multi-dimensional DB: Vector Databases In this digital era, search engines are not just used for searching text-based queries, it has expanded its capabilities and has gone further towards searching anything which the machines can comprehend. This guarantees data confidentiality and privacy while also supporting multi-tenancy.

Artificial Inteligence 40

Artificial Inteligence Applications Healthcare Artificial Intelligence 40

Honeycomb

FEBRUARY 16, 2024

To bring you this useful information about the performance of your application, APM requires: A user interface that displays the data, usually as big numbers and graphs over time. A database to store this data. Code that emits this data (which is called telem e try ). You need that granularity.

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Performance Applications Metrics Artificial Inteligence 84

O'Reilly Media - Ideas

MARCH 1, 2023

Our data shows us what O’Reilly’s 2.8 million users are actually working on and what they’re learning day-to-day. Software development is followed by IT operations (18%), which includes cloud, and by data (17%), which includes machine learning and artificial intelligence. What’s real, and what isn’t?

Trends 136

Trends Technical Review Technology Software Review 136

Agile Engine

JANUARY 17, 2024

This article provides a practical guide for rapid app development using LLMs from Vertex AI, covering the entire process from idea to production. While, of course, you could take the model, take the data, and train it on your GPUs and clusters, that would take too much time and resources. Choose the right platform Everything is cloud.

Artificial Inteligence 52

Artificial Inteligence Development Software Review Training 52

CIO

MARCH 6, 2023

When you store and deliver data at Shutterstock’s scale, the flexibility and elasticity of the cloud is a huge win, freeing you from the burden of costly, high-maintenance data centers. Then coupling with AWS’ strong authentication mechanisms, we can say with certainty that we have security and restrictions around who can access data.”

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Artificial Inteligence Generative AI Storage AWS 155