CIO

JANUARY 14, 2025

The gap between emerging technological capabilities and workforce skills is widening, and traditional approaches such as hiring specialized professionals or offering occasional training are no longer sufficient as they often lack the scalability and adaptability needed for long-term success. Take cybersecurity, for example.

Technical Advisors 187

Technical Advisors Strategy Training Survey 187

CIO

MARCH 20, 2025

AI practitioners and industry leaders discussed these trends, shared best practices, and provided real-world use cases during EXLs recent virtual event, AI in Action: Driving the Shift to Scalable AI. And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

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 109

Generative AI Video Engineering Artificial Inteligence 109

CIO

DECEMBER 5, 2024

Take, for example, a recent case with one of our clients. The ideal solution should be scalable and flexible, capable of evolving alongside your organization’s needs. Opt for platforms that can be deployed within a few months, with easily integrated AI and machine learning capabilities.

Enterprise 158

Enterprise Data Insurance Business Intelligence 158

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 118

Generative AI AWS Artificial Inteligence Applications 118

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 Machine Learning Artificial Inteligence Scalability 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

DECEMBER 2, 2024

Finally, we delve into the supported frameworks, with a focus on LMI, PyTorch, Hugging Face TGI, and NVIDIA Triton, and conclude by discussing how this feature fits into our broader efforts to enhance machine learning (ML) workloads on AWS. This feature is only supported when using inference components. gpu-py311-cu124-ubuntu22.04-sagemaker",

Generative AI 100

Generative AI Artificial Inteligence Machine Learning AWS 100

Dzone - DevOps

APRIL 9, 2025

When combined with the transformative capabilities of artificial intelligence (AI) and machine learning (ML), serverless architectures become a powerhouse for creating intelligent, scalable, and cost-efficient solutions. Why Combine AI, ML, and Serverless Computing?

Serverless 52

Serverless Artificial Inteligence Scalability AWS 52

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 138

Generative AI AWS Artificial Inteligence Budget 138

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

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

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 111

Generative AI AWS Enterprise Artificial Inteligence 111

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 109

Generative AI Applications AWS Knowledge Base 109

AWS Machine Learning - AI

APRIL 9, 2025

For example, a marketing content creation application might need to perform task types such as text generation, text summarization, sentiment analysis, and information extraction as part of producing high-quality, personalized content. An example is a virtual assistant for enterprise business operations.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Applications 123

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.

AWS 131

AWS Generative AI Linux Groups 131

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 109

Artificial Inteligence Generative AI Travel AWS 109

AWS Machine Learning - AI

APRIL 10, 2025

Refer to Guidelines for preparing your data for Amazon Nova on best practices and example formats when preparing datasets for fine-tuning Amazon Nova models. After providing your explanation, you must rate the response on a scale of 1 to 10 by strictly following this format: "[[rating]]", for example: "Rating: [[5]]".nn[Question]n{question}nn[The

Case Study 116

Case Study Artificial Inteligence Study Generative AI 116

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.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

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 109

Network Artificial Inteligence Machine Learning Serverless 109

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

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.

Artificial Inteligence 231

Artificial Inteligence Machine Learning Artificial Intelligence Scalability 231

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 109

Generative AI Games Development AWS 109

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 112

Data Generative AI Artificial Inteligence Compliance 112

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 112

Engineering AWS 3D Generative AI 112

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. Choose Import model. Watch this video demo for a step-by-step guide.

Generative AI 129

Generative AI Artificial Inteligence AWS Technical Review 129

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 88

Generative AI AWS Technical Review Backup 88

AWS Machine Learning - AI

APRIL 10, 2025

By choosing View API , you can also access the model using code examples in the AWS Command Line Interface (AWS CLI) and AWS SDKs. Pixtral Large use cases In this section, we provide example use cases of Pixtral Large using sample prompts. Then, choose Select model and choose Mistral as the category and Pixtral Large as the model.

Generative AI 96

Generative AI AWS Technical Review Artificial Inteligence 96

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.

Artificial Inteligence 87

Artificial Inteligence Generative AI AWS Training 87

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.

AWS 100

AWS Load Balancer Software Review Artificial Inteligence 100

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 83

Generative AI Artificial Inteligence Guidelines Education 83

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 Machine Learning Artificial Inteligence 69

TechCrunch

DECEMBER 17, 2021

Powered by machine learning, cove.tool is designed to give architects, engineers and contractors a way to measure a wide range of building performance metrics while reducing construction cost. It’s a prime example of a scalable business that employs machine learning and principled leadership to literally build a better future.”.

Sustainability 253

Sustainability Construction Tools Machine Learning 253

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.”

Artificial Inteligence 215

Artificial Inteligence Software Review Technical Advisors Technical Review 215

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 125

Knowledge Base Scalability Applications Generative AI 125

TechCrunch

DECEMBER 10, 2020

And in the process of working on other ideas, they also realized that AI wasn’t going to be able to do it all, but that it was getting good enough to augment humans to make a complex process like dealing with R&D tax credits scalable. Those are the key learnings that we learned the hard way.”

Artificial Inteligence 274

Artificial Inteligence Artificial Intelligence Machine Learning Government 274

AWS Machine Learning - AI

MARCH 27, 2025

We provide practical examples for both SCP modifications and AWS Control Tower implementations. The following code is an example of how to modify an existing SCP that denies access to all services in specific Regions while allowing Amazon Bedrock inference through cross-Region inference for Anthropics Claude 3.5

Artificial Inteligence 112

Artificial Inteligence AWS Technical Review Policies 112