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 105

Generative AI Video Engineering Artificial Inteligence 105

Xebia

OCTOBER 24, 2024

For example, AH was able to improve forecasting accuracy for weather-sensitive products by 12.5%, ensuring better stock availability during peak demand. For example, if a sudden heatwave is forecasted, your custom solution can predict a spike in demand for seasonal products like ice cream or cold beverages.

Retail 130

Retail Artificial Inteligence Machine Learning Scalability 130

AWS Machine Learning - AI

NOVEMBER 6, 2024

Traditionally, building frontend and backend applications has required knowledge of web development frameworks and infrastructure management, which can be daunting for those with expertise primarily in data science and machine learning. Complete the following steps to modify the docker_app/app.py

Generative AI 114

Generative AI AWS Artificial Inteligence Applications 114

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. For example, a retailer might scale up compute resources during the holiday season to manage a spike in sales data or scale down during quieter months to save on costs.

Data 130

Data Storage Culture Resources 130

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. For example, a retailer might scale up compute resources during the holiday season to manage a spike in sales data or scale down during quieter months to save on costs.

Data 130

Data Storage Culture Resources 130

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority.

Generative AI 135

Generative AI AWS Artificial Inteligence Budget 135

Hacker Earth Developers Blog

DECEMBER 4, 2024

Below are some of the key challenges, with examples to illustrate their real-world implications: 1. Example: During an interview, a candidate may confidently explain their role in resolving a team conflict. Example: A candidate may claim to have excellent teamwork skills but might have been the sole decision-maker in previous roles.

Recruiting 130

Recruiting Technical Review Software Review Exercises 130

AWS Machine Learning - AI

MARCH 20, 2025

It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats. With Amazon Bedrock Data Automation, enterprises can accelerate AI adoption and develop solutions that are secure, scalable, and responsible.

Data 105

Data Generative AI Artificial Inteligence Compliance 105

AWS Machine Learning - AI

NOVEMBER 7, 2024

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. Take Retrieval Augmented Generation (RAG) as an example. The component groups are as follows.

Generative AI 107

Generative AI AWS Artificial Inteligence Enterprise 107

AWS Machine Learning - AI

OCTOBER 29, 2024

Through code examples and step-by-step guidance, we demonstrate how you can seamlessly integrate this solution into your Amazon Bedrock application, unlocking a new level of visibility, control, and continual improvement for your generative AI applications.

Generative AI 105

Generative AI Applications AWS Knowledge Base 105

AWS Machine Learning - AI

NOVEMBER 14, 2024

This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services. Here is an example from LangChain. Architecture The following figure shows the architecture of the solution.

Artificial Inteligence 105

Artificial Inteligence Generative AI Travel AWS 105

AWS Machine Learning - AI

NOVEMBER 15, 2024

Generative AI models (for example, Amazon Titan) hosted on Amazon Bedrock were used for query disambiguation and semantic matching for answer lookups and responses. All AWS services are high-performing, secure, scalable, and purpose-built. This allowed fine-tuned management of user access to content and systems.

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Generative AI AWS Groups Artificial Inteligence 110

AWS Machine Learning - AI

MARCH 14, 2025

For example, your agent could take screenshots, create and edit text files, and run built-in Linux commands. Invoke the agent with a user query that requires computer use tools, for example, What is Amazon Bedrock, can you search the web? The output is given back to the Amazon Bedrock agent for further processing.

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AWS Generative AI Linux Groups 104

AWS Machine Learning - AI

JANUARY 22, 2025

The following screenshot shows an example of the event filters (1) and time filters (2) as seen on the filter bar (source: Cato knowledge base ). The event filters are a conjunction of statements in the following form: Key The field name Operator The evaluation operator (for example, is, in, includes, greater than, etc.)

Network 105

Network Artificial Inteligence Machine Learning Serverless 105

TechCrunch

APRIL 26, 2021

Based on Bayesian hierarchical modeling, Faculty says the EWS uses aggregate data (for example, COVID-19 positive case numbers, 111 calls and mobility data) to warn hospitals about potential spikes in cases so they can divert staff, beds and equipment needed. We are, I believe, a really effective and scalable AI company, not just for the U.K.

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Artificial Inteligence Machine Learning Artificial Intelligence Scalability 231

TechCrunch

MARCH 23, 2022

With offices in Tel Aviv and New York, Datagen “is creating a complete CV stack that will propel advancements in AI by simulating real world environments to rapidly train machine learning models at a fraction of the cost,” Vitus said. In-cabin automotive is a good example to better understand what Datagen does.

Automotive 242

Automotive Artificial Inteligence Machine Learning VR 242

AWS Machine Learning - AI

DECEMBER 23, 2024

For example, GraphRAG pinpoints explicit relationships when available, whereas vector RAG fills in relational gaps or enhances context when structure is missing. An example multi-hop query in finance is Compare the oldest booked Amazon revenue to the most recent.

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Generative AI Artificial Inteligence AWS Knowledge Base 122

AWS Machine Learning - AI

MARCH 3, 2025

For example, after choosing your recipe , you can pre-train or fine-tune a model by running python3 main.py The architectures modular design allows for scalability and flexibility, making it particularly effective for training LLMs that require distributed computing capabilities. recipes=recipe-name.

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Artificial Inteligence Generative AI AWS Training 80

AWS Machine Learning - AI

NOVEMBER 14, 2024

For example, “A corgi dog sitting on the front porch.” Examples include “oil paint,” “digital art,” “voxel art,” or “watercolor.” For example: “A winding river through a snowy forest in 4K, illuminated by soft winter sunlight, with tree shadows across the snow and icy reflections.”

Engineering 107

Engineering AWS 3D Generative AI 107

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. For example, you now have quick access to information such as the allowed number of ` RetrieveAndGenerate API requests per second.

Knowledge Base 121

Knowledge Base Scalability Applications Generative AI 121

AWS Machine Learning - AI

MARCH 13, 2025

For example: Input: Fruit by the Foot Starburst Output: color -> multi-colored, material -> candy, category -> snacks, product_line -> Fruit by the Foot, GoDaddy used an out-of-the-box Meta Llama 2 model to generate the product categories for six million products where a product is identified by an SKU.

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Artificial Inteligence Systems Review System Generative AI 93

Openxcell

FEBRUARY 27, 2025

These agents are reactive, respond to inputs immediately, and learn from data to improve over time. Some common examples include virtual assistants like Siri, self-driving cars, and AI-powered chatbots. Different technologies like NLP (natural language processing), machine learning, and automation are used to build an AI agent.

UI/UX 69

UI/UX How To Artificial Inteligence Machine Learning 69

AWS Machine Learning - AI

NOVEMBER 22, 2024

The map functionality in Step Functions uses arrays to execute multiple tasks concurrently, significantly improving performance and scalability for workflows that involve repetitive operations. We've worked with clients across the globe, for instance, our project with Example Corp involved a sophisticated upgrade of their system.

Generative AI 84

Generative AI AWS Technical Review Backup 84

CIO

JULY 2, 2024

Onboarding a new hire, for example, follows a set of known processes, such as location, role, hours, and so on, Orr says. This scalability allows you to expand your business without needing a proportionally larger IT team.” Now, innovations in machine learning and AI are powering the next generation of intelligent automation.”

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Artificial Inteligence Software Review Technical Advisors Technical Review 215

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 AWS Command Line Interface (AWS CLI) installed eksctl kubectl docker In this post, the examples use an inf2.48xlarge instance; make sure you have a sufficient service quota to use this instance.

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AWS Load Balancer Software Review Artificial Inteligence 97

AWS Machine Learning - AI

DECEMBER 11, 2024

Scalability and robustness With EBSCOlearnings vast content library in mind, the team built scalability into the core of their solution. Here are two examples of generated QA. The success of this project serves as a compelling example of how AI can be used to create more efficient, effective, and engaging learning experiences.

Generative AI 78

Generative AI Artificial Inteligence Guidelines Education 78

AWS Machine Learning - AI

MARCH 20, 2025

Lets look at an example solution for implementing a customer management agent: An agentic chat can be built with Amazon Bedrock chat applications, and integrated with functions that can be quickly built with other AWS services such as AWS Lambda and Amazon API Gateway. Give the project a name (for example, crm-agent ).

Generative AI 101

Generative AI Systems Review System Lambda 101

CIO

MARCH 13, 2023

It is clear that artificial intelligence, machine learning, and automation have been growing exponentially in use—across almost everything from smart consumer devices to robotics to cybersecurity to semiconductors. As a current example, consider ChatGPT by OpenAI, an AI research and deployment company.

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Artificial Inteligence Technical Review Artificial Intelligence Technology 217

CIO

OCTOBER 20, 2023

Embrace scalability One of the most critical lessons from Bud’s journey is the importance of scalability. For Bud, the highly scalable, highly reliable DataStax Astra DB is the backbone, allowing them to process hundreds of thousands of banking transactions a second. Artificial Intelligence, Machine Learning

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Google Cloud Artificial Inteligence Development Team Review Banking 197

Cloudera

JANUARY 7, 2025

The scalable cloud infrastructure optimized costs, reduced customer churn, and enhanced marketing efficiency through improved customer segmentation and retention models. Scalability: Choose platforms that can dynamically scale to meet fluctuating workload demands. Not all workloads belong in the same environment.

Cloud 82

Cloud Data Scalability Compliance 82

TechCrunch

DECEMBER 14, 2022

Flash memory and most magnetic storage devices, including hard disks and floppy disks, are examples of non-volatile memory. sets of AI algorithms) while remaining scalable. Verma says that the software, once finished, will allow EnCharge’s hardware to work with different types of neural networks (i.e.

Hardware 216

Hardware Development Artificial Inteligence Machine Learning 216

TechCrunch

SEPTEMBER 27, 2021

Machine learning and other artificial intelligence applications add even more complexity. “With a step-function increase in folks working/studying from home and relying on cloud-based SaaS/PaaS applications, the deployment of scalable hardware infrastructure has accelerated,” Gajendra said in an email to TechCrunch.

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Artificial Inteligence Applications Cloud Artificial Intelligence 246

AWS Machine Learning - AI

MARCH 26, 2025

For example, Mystic Realms is set in a vibrant fantasy world where players embark on quests to uncover ancient secrets and battle mystical creatures. Shes passionate about machine learning technologies and environmental sustainability. For instructions, see Manage access to Amazon Bedrock foundation models.

Generative AI 69

Generative AI Games Development AWS 69

AWS Machine Learning - AI

SEPTEMBER 26, 2024

Trained on the Amazon SageMaker HyperPod , Dream Machine excels in creating consistent characters, smooth motion, and dynamic camera movements. To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. As a result of this flexibility, you can adapt to various scenarios.

Case Study 112

Case Study Video Training Scalability 112

Palo Alto Networks

OCTOBER 22, 2024

Organizations must understand that cloud security requires a different mindset and approach compared to traditional, on-premises security because cloud environments are fundamentally different in their architecture, scalability and shared responsibility model.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

CIO

FEBRUARY 14, 2023

To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making. ChatGPT and Stable Diffusion are two popular examples of how AI is becoming increasingly mainstream.

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Artificial Inteligence Strategy Data Machine Learning 174

AWS Machine Learning - AI

MARCH 13, 2025

For example, DeepSeek-V3 is a 671-billion-parameter model, but only 37 billion parameters (approximately 5%) are activated during the output of each token. 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.

Artificial Inteligence 71

Artificial Inteligence AWS Machine Learning Load Balancer 71