AWS Machine Learning - AI

NOVEMBER 21, 2024

As large language models (LLMs) increasingly integrate more multimedia capabilities, human feedback becomes even more critical in training them to generate rich, multi-modal content that aligns with human quality standards. The following diagram illustrates the solution architecture. Feature Overview The integration of Wavesurfer.js

Video 102

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AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval.

Generative AI 113

Generative AI AWS Artificial Inteligence Enterprise 113

AWS Machine Learning - AI

APRIL 1, 2025

Through MCP, general-purpose LLMs can now seamlessly access relevant knowledge beyond initial training data and be effectively steered towards desired outputs by incorporating specific context and best practices. Lets create an architecture that uses Amazon Bedrock Agents with a custom action group to call your internal API.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

MARCH 18, 2025

LLM analysis The integrated dataset is fed into an LLM specifically trained on medical and clinical trial data. Text processing and contextualization The transcribed text is then fed into an LLM trained on various healthcare datasets, including medical literature, clinical guidelines, and deidentified patient records. Choose Test.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

Dzone - DevOps

JULY 29, 2024

In this article, we'll walk through the process of creating and deploying a real-time AI-powered chatbot using serverless architecture. Our chatbot will leverage a pre-trained AI model to generate responses and will be deployed using serverless computing to handle the backend logic.

Serverless 91

Serverless Architecture Lambda AWS 91

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. Programming with Java Lambdas and Streams , January 22.

Course 111

Course Artificial Inteligence Training Blockchain 111

AWS Machine Learning - AI

APRIL 22, 2025

Workshops, conferences, and training sessions serve as platforms for collaboration and knowledge sharing, where the attendees can understand the information being conveyed in real-time and in their preferred language. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 82

Media Knowledge Base AWS Systems Review 82

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. Azure Architecture: Best Practices , June 28.

Course 92

Course Training Artificial Inteligence Software Review 92

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. Solution overview The following diagram illustrates our solution architecture. This can be done with a Lambda layer or by using a specific AMI with the required libraries. awscli>=1.29.57

Generative AI 139

Generative AI Lambda AWS Artificial Inteligence 139

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. Programming with Java Lambdas and Streams , March 5.

Artificial Inteligence 17

Artificial Inteligence Course Training Artificial Intelligence 17

Crunchbase News

MAY 15, 2024

Building AI infrastructure While most people like to concentrate on the newest AI tool to help generate emails or mimic their own voice, investors are looking at much of the architecture underneath generative AI that makes it work. In February, Lambda hit unicorn status after a $320 million Series C at a $1.5 billion valuation.

Lambda 125

Lambda Artificial Intelligence Artificial Inteligence Generative AI 125

AWS Machine Learning - AI

MAY 14, 2024

These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data. RLHF is a technique that combines rewards and comparisons, with human feedback to pre-train or fine-tune a machine learning (ML) model. The following diagram illustrates the solution architecture and workflow.

Generative AI 121

Generative AI Artificial Inteligence AWS Applications 121

AWS Machine Learning - AI

APRIL 18, 2024

Organizations typically counter these hurdles by investing in extensive training programs or hiring specialized personnel, which often leads to increased costs and delayed migration timelines. Amazon Bedrock generates Terraform code from architectural descriptions. The following diagram illustrates this architecture.

AWS 129

AWS Applications Lambda Knowledge Base 129

AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

CIO

FEBRUARY 3, 2023

The biggest benefit, however, may be how RPA tools are “programmed,” or “trained” — a process by which the platforms’ robots “learn” watching business users click away. Manual intervention and tweaking is necessary during training. Moreover, the bots keep getting smarter, making training easier and edge cases less frequent.

Tools 218

Tools Open Source Lambda Weak Development Team 218

AWS Machine Learning - AI

APRIL 11, 2024

In this post, we discuss document classification using the Amazon Titan Multimodal Embeddings model to classify any document types without the need for training. The Amazon Titan Multimodal Embedding model was trained using the Euclidean L2 algorithm and therefore for best results the vector database used should support this algorithm.

Artificial Inteligence 134

Artificial Inteligence Lambda AWS Machine Learning 134

O'Reilly Media - Ideas

MARCH 6, 2019

Get hands-on training in machine learning, AWS, Kubernetes, 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. Real-Time Data Foundations: Time Series Architectures , April 18.

Course 15

Course Artificial Inteligence Training Machine Learning 15

AWS Machine Learning - AI

MAY 17, 2024

FMs are trained on a broad spectrum of generalized and unlabeled data. FMs and LLMs, even though they’re pre-trained, can continue to learn from data inputs or prompts during inference. It invokes an AWS Lambda function with a token and waits for the token. Large language models (LLMs) are one class of FMs.

Generative AI 137

Generative AI Artificial Inteligence Systems Review Software Review 137

CIO

APRIL 25, 2023

GPT stands for generative pre-trained transformer. Five years later, transformer architecture has evolved to create powerful models such as ChatGPT. ChatGPT was trained on a much larger dataset than its predecessors, with far more parameters. ChatGPT is a product of OpenAI. It’s only one example of generative AI.

Generative AI 172

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 172

CIO

OCTOBER 18, 2023

Putting data to work to improve health outcomes “Predicting IDH in hemodialysis patients is challenging due to the numerous patient- and treatment-related factors that affect IDH risk,” says Pete Waguespack, director of data and analytics architecture and engineering for Fresenius Medical Care North America.

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Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. The following diagram illustrates the solution architecture. You can create a decoupled architecture with reusable components. Connect with him on LinkedIn.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

AUGUST 21, 2024

LLMs are a type of foundation model (FM) that have been pre-trained on vast amounts of text data. The following reference architecture illustrates what an automated review analysis solution could look like. This bucket will have event notifications enabled to invoke an AWS Lambda function to process the objects created or updated.

Technical Review 126

Technical Review Software Review Systems Review Generative AI 126

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 52

Lambda Software Review AWS Serverless 52

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. Programming with Java Lambdas and Streams , January 22.

Course 85

Course Artificial Inteligence Training Blockchain 85

AWS Machine Learning - AI

DECEMBER 22, 2023

Solution architecture The following diagram illustrates the solution architecture. Diagram 1: Solution Architecture Overview The agent’s response workflow includes the following steps: Users perform natural language dialog with the agent through their choice of web, SMS, or voice channels.

Generative AI 126

Generative AI Lambda AWS Technical Review 126

AWS Machine Learning - AI

JULY 3, 2024

Image 1: High-level overview of the AI-assistant and its different components Architecture The overall architecture and the main steps in the content creation process are illustrated in Image 2. Amazon Lambda : to run the backend code, which encompasses the generative logic.

Artificial Inteligence 132

Artificial Inteligence Generative AI Lambda Healthcare 132

Hacker Earth Developers Blog

SEPTEMBER 24, 2018

We will be using the Berkeley driving dataset to train our model. These classes are ‘bike’, ‘bus’, ‘car’, ‘motor’, ‘person’, ‘rider’, ‘train’, and ‘truck’ Therefore, our target variable will be defined as: where, begin{equation}.

Video 190

Video Training Software Review Testing 190

Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

Lambda 52

Lambda Software Review AWS Systems Review 52

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

AWS Machine Learning - AI

AUGUST 26, 2024

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. The following diagram shows a high-level overview of the architecture.

Generative AI 121

Generative AI AWS 3D Video 121

AWS Machine Learning - AI

JUNE 21, 2024

Solution overview eSentire customers expect rigorous security and privacy controls for their sensitive data, which requires an architecture that doesn’t share data with external large language model (LLM) providers. A foundation model (FM) is an LLM that has undergone unsupervised pre-training on a corpus of text.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Serverless 126

AWS Machine Learning - AI

MAY 22, 2024

Pre-trained image captioning or visual question answering (VQA) models perform well on describing every-day images but can’t to capture the domain-specific nuances of ecommerce products needed to achieve satisfactory performance in all product categories. Solution overview The following diagram illustrates the solution architecture.

Fashion 136

Fashion Artificial Inteligence Generative AI AWS 136

O'Reilly Media - Ideas

APRIL 3, 2019

Get hands-on training in TensorFlow, cloud computing, blockchain, Python, Java, and many other topics. 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. Fundamentals of Data Architecture , May 20-21. Programming.

Course 60

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AWS Machine Learning - AI

AUGUST 15, 2024

Figure 1: QnABot Architecture Diagram The high-level process flow for the solution components deployed with the CloudFormation template is as follows: The admin deploys the solution into their AWS account, opens the Content Designer UI or Amazon Lex web client, and uses Amazon Cognito to authenticate.

Artificial Inteligence 126

Artificial Inteligence Generative AI Knowledge Base Lambda 126

AWS Machine Learning - AI

MAY 7, 2024

Its key offering is the Hugging Face Hub, which hosts a vast collection of over 200,000 pre-trained models and 30,000 datasets. Every time a new recording is uploaded to this folder, an AWS Lambda Transcribe function is invoked and initiates an Amazon Transcribe job that converts the meeting recording into text.

Artificial Inteligence 132

Artificial Inteligence Meeting AWS Generative AI 132

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 40

Lambda Software Review AWS Serverless 40

AWS Machine Learning - AI

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

Artificial Inteligence 126

Artificial Inteligence Analytics Knowledge Base Lambda 126