Honeycomb

MARCH 5, 2024

In this post, I describe how to send OpenTelemetry (OTel) data from an AWS Lambda instance to Honeycomb. I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). Add your Honeycomb environment’s API key to AWS Secrets Manager.

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Datavail

JUNE 22, 2023

This month, I had the opportunity to attend Amazon Web Services (AWS) Summit Toronto 2023 at the Metro Toronto Convention Center. The summit featured over 70 keynote presentations, breakout sessions, demos, and networking opportunities with AWS experts and partners. Here are some of the highlights that our team wanted to share!

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AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-party models. You can also use the StartIngestionJob API to trigger the sync via the AWS SDK.

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CIO

JULY 26, 2022

“Every bit about that is waste, and by going to AWS, we don’t even know anything about that anymore,” says Scott, who was recently promoted to be PGA of America’s first-ever CTO thanks to his work on the transformation. Now, all internal systems have been shut down and most of PGA’s data is running on AWS or SaaS.

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Apiumhub

MARCH 12, 2024

The Evolution of Cloud Computing Trends Edge Computing Redefining Latency Edge computing is poised to revolutionize cloud architecture by decentralizing computing power. As serverless frameworks mature, they are becoming integral components of cloud ecosystems, enabling developers to focus on code rather than infrastructure management.

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AWS Machine Learning - AI

APRIL 8, 2024

The following diagram shows the step-by-step architecture of this solution outlined in the following sections. Prerequisites For this example, you need an AWS account with a SageMaker domain and appropriate AWS Identity and Access Management (IAM) permissions. For account setup instructions, see Create an AWS Account.

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TIBCO - Connected Intelligence

OCTOBER 19, 2020

If you aren’t able to rapidly adapt the services and capabilities of your digital platform to stay aligned with the needs of the business, then your underlying application architecture needs to be evolved so that it becomes more agile. One way to build this agility is by evolving to a microservices architecture. Click To Tweet.

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Linux Academy

APRIL 9, 2019

There are currently 6 AWS certification exams, and 4 specialty AWS certification exams. These are the: AWS Certified Cloud Practitioner. AWS Certified Solutions Architect – Associate Level (AWS CSA). AWS Certified Solutions Architect – Professional Level (AWS CSAP). AWS Certified Big Data.

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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.

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Innovation Technology Artificial Inteligence Artificial Intelligence 52

O'Reilly Media - Ideas

DECEMBER 5, 2018

Get hands-on training in Kubernetes, machine learning, blockchain, Python, management, and many other topics. Learn new topics and refine your skills with more than 120 new live online training courses we opened up for January and February on our online learning platform. Artificial intelligence and machine learning.

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Prisma Clud

SEPTEMBER 21, 2023

Benefits of Zero Trust in Cloud Environments Zero Trust plays a vital role in securing cloud environments by addressing unique security challenges inherent in dynamic and distributed architectures. Powered by innovative App-ID technology, the paradigm ushers in a new era of application-level visibility into network traffic.

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Cloud Network Policies Machine Learning 105

O'Reilly Media - Ideas

JUNE 4, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Learn new topics and refine your skills with more than 219 new live online training courses we opened up for June and July on the O'Reilly online learning platform. AI and machine learning.

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O'Reilly Media - Ideas

JANUARY 2, 2019

Get hands-on training in Python, Java, machine learning, blockchain, and many other topics. Learn new topics and refine your skills with more than 250 new live online training courses we opened up for January, February, and March on our online learning platform. AI and machine learning. Mastering C# 8.0

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O'Reilly Media - Ideas

MAY 1, 2019

Get hands-on training in machine learning, blockchain, cloud native, PySpark, Kubernetes, and many other topics. Learn new topics and refine your skills with more than 160 new live online training courses we opened up for May and June on the O'Reilly online learning platform. AI and machine learning.

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O'Reilly Media - Ideas

APRIL 3, 2019

Learn new topics and refine your skills with more than 150 new live online training courses we opened up for April and May on the O'Reilly online learning platform. AI and machine learning. Deep Learning from Scratch , April 19. Beginning Machine Learning with Pytorch , May 1. Blockchain. Programming.

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O'Reilly Media - Ideas

JUNE 5, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Learn new topics and refine your skills with more than 219 new live online training courses we opened up for June and July on the O'Reilly online learning platform. AI and machine learning.

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AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. 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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AWS Machine Learning - AI

MARCH 15, 2024

In addition to Amazon Bedrock, you can use other AWS services like Amazon SageMaker JumpStart and Amazon Lex to create fully automated and easily adaptable generative AI order processing agents. In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda.

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TIBCO - Connected Intelligence

NOVEMBER 15, 2019

For years, we’ve continued to expand our cloud offerings on Amazon Web Services (AWS), allowing more people to build cloud-native applications, migrate on-premises applications to the cloud, and integrate and analyze data at a fraction of the cost. Here are five ways how TIBCO and AWS are better together. Develop Faster.

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O'Reilly Media - Ideas

FEBRUARY 11, 2019

Highlights and use cases from companies that are building the technologies needed to sustain their use of analytics and machine learning. In a forthcoming survey, “Evolving Data Infrastructure,” we found strong interest in machine learning (ML) among respondents across geographic regions. Deep Learning.

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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. An OpenSearch Serverless collection. A SageMaker execution role with access to OpenSearch Serverless.

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AWS Machine Learning - AI

APRIL 23, 2024

However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

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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. Azure Machine Learning service.

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Gorilla Logic

JUNE 5, 2018

In the next post, I will show how Gorillas have developed full-fledged serverless solutions using AWS. The data coming from these devices is a fertile source for big data and machine learning applications. This way of handling your IoT architecture should change the landscape one project at a time.

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Mobilunity

DECEMBER 9, 2021

Visibility means comprehending the internal dynamics of the cloud architecture. AWS and Microsoft Azure, for example, have a lot of capabilities and are continually improving their products. Companies are taking a serverless computing course. We may consider serverless computing as an example of cloud optimization.

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Cloud Google Cloud Azure Serverless 52

Existek

JUNE 20, 2023

Firebase Cloud Functions allows developers to write serverless functions that can respond to events and trigger backend logic. It integrates with other Firebase services and external APIs, enabling developers to build serverless backends and automate tasks. Looking for a more detailed comparison of AWS Amplify vs. Firebase?

Technical Review 52

Technical Review Software Review Authentication Scalability 52

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The following diagram summarizes the solution architecture and key components.

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AWS Machine Learning - AI

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. Beyond hardware, data cleaning and processing, model architecture design, hyperparameter tuning, and training pipeline development demand specialized machine learning (ML) skills.

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AWS Machine Learning - AI

FEBRUARY 28, 2024

To learn more about text-to-SQL best practices and design patterns, see Generating value from enterprise data: Best practices for Text2SQL and generative AI. Our solution aims to address those challenges using Amazon Bedrock and AWS Analytics Services. The following diagram illustrates the solution architecture.

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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.

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Aviatrix

DECEMBER 6, 2018

For instance—and some might not find this surprising—it’s noteworthy that serverless computing is still the rage. Cloud architectures will become more standardized. Enterprises are moving toward cloud patterns and architectures that scale and evolve. But first, a quick review of happenings in 2018. 2018 held a few surprises.

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AWS Machine Learning - AI

NOVEMBER 24, 2023

This solution is available in the AWS Solutions Library. The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. AWS Lambda – AWS Lambda provides serverless compute for processing.

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AWS Machine Learning - AI

MAY 9, 2024

Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture. In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results.

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AWS Machine Learning - AI

FEBRUARY 8, 2024

The following diagram illustrates the solution architecture. Each action group can specify one or more API paths, whose business logic is run through the AWS Lambda function associated with the action group. AWS Identity and Access Management (IAM) permissions for the preceding resources. Postprocessing is disabled by default.

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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. Let us dive into what is happening in each of these pillars between AWS and Cloudera.

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AWS Machine Learning - AI

MAY 1, 2024

Solution overview The following diagram illustrates this architecture. Prerequisites First-time users need an AWS account and AWS Identity and Access Management (IAM) role with SageMaker, Amazon Bedrock, and Amazon Simple Storage Service (Amazon S3) access. Human: What is unified memory? Human: How much DRAM does the A100 have?

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Artificial Inteligence AWS Training Generative AI 94

O'Reilly Media - Ideas

FEBRUARY 6, 2019

Get hands-on training in machine learning, microservices, blockchain, Python, Java, and many other topics. Learn new topics and refine your skills with more than 170 new live online training courses we opened up for March and April on the O'Reilly online learning platform. AI and machine learning.

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