AWS Machine Learning - AI

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

Artificial Inteligence 73

Artificial Inteligence Training AWS Machine Learning 73

CIO

NOVEMBER 12, 2024

The hunch was that there were a lot of Singaporeans out there learning about data science, AI, machine learning and Python on their own. Because a lot of Singaporeans and locals have been learning AI, machine learning, and Python on their own. I needed the ratio to be the other way around! And why that role?

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John Snow Labs

NOVEMBER 8, 2024

By examining JSL’s purpose-built models, including jsl_med_rag_v1 , jsl_meds_rag_q8_v1 , jsl_meds_q8_v3 , and jsl_medm_q8_v2 we demonstrate that even an 8-billion parameter model, when fine-tuned for clinical use, can deliver performance comparable to larger, general-purpose LLMs. The prompt is fed into the LLM.

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Artificial Inteligence Healthcare Case Study Comparison 52

AWS Machine Learning - AI

DECEMBER 4, 2024

Organizations can use these models securely, and for models that are compatible with the Amazon Bedrock Converse API, you can use the robust toolkit of Amazon Bedrock, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , Amazon Bedrock Guardrails , and Amazon Bedrock Flows.

Artificial Inteligence 87

Artificial Inteligence Microservices Generative AI AWS 87

AWS Machine Learning - AI

DECEMBER 2, 2024

For generative AI models requiring multiple instances to handle high-throughput inference requests, this added significant overhead to the total scaling time, potentially impacting application performance during traffic spikes. 70B model showed significant and consistent improvements in end-to-end (E2E) scaling times.

Generative AI 85

Generative AI Artificial Inteligence Machine Learning AWS 85

CIO

OCTOBER 20, 2024

The partnership is set to trial cutting-edge AI and machine learning solutions while exploring confidential compute technology for cloud deployments. Core42 equips organizations across the UAE and beyond with the infrastructure they need to take advantage of exciting technologies like AI, Machine Learning, and predictive analytics.

Organization 167

Organization Artificial Inteligence Machine Learning Infrastructure 167

AWS Machine Learning - AI

APRIL 10, 2025

The introduction of Amazon Nova models represent a significant advancement in the field of AI, offering new opportunities for large language model (LLM) optimization. In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline.

Case Study 96

Case Study Artificial Inteligence Study Generative AI 96

Crunchbase News

OCTOBER 17, 2024

The startup uses light to link chips together and to do calculations for the deep learning necessary for AI. The Columbus, Ohio-based company currently has two robotic welding products in the market, both leveraging vision systems, artificial intelligence and machine learning to autonomously weld steel parts.

Data Center 124

Data Center Artificial Inteligence Data Energy 124

John Snow Labs

FEBRUARY 12, 2025

John Snow Labs’ Medical Language Models library is an excellent choice for leveraging the power of large language models (LLM) and natural language processing (NLP) in Azure Fabric due to its seamless integration, scalability, and state-of-the-art accuracy on medical tasks.

Artificial Inteligence 52

Artificial Inteligence Azure Healthcare Software Review 52

CIO

DECEMBER 20, 2024

Invest in core functions that perform data curation such as modeling important relationships, cleansing raw data, and curating key dimensions and measures. AI and machine learning models. According to data platform Acceldata , there are three core principles of data architecture: Scalability.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

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. An agent uses the power of an LLM to determine which function to execute, and output the result based on the prompt guide.

Artificial Inteligence 96

Artificial Inteligence Generative AI Travel AWS 96

CIO

NOVEMBER 21, 2024

Structured frameworks such as the Stakeholder Value Model provide a method for evaluating how IT projects impact different stakeholders, while tools like the Business Model Canvas help map out how technology investments enhance value propositions, streamline operations, and improve financial performance.

Strategy 183

Strategy Technical Advisors Agile Culture 183

AWS Machine Learning - AI

NOVEMBER 26, 2024

The use of large language models (LLMs) and generative AI has exploded over the last year. With the release of powerful publicly available foundation models, tools for training, fine tuning and hosting your own LLM have also become democratized. We will also talk about performance tuning the inference graph.

Artificial Inteligence 84

Artificial Inteligence AWS Artificial Intelligence Generative AI 84

CIO

MARCH 27, 2025

Are you using artificial intelligence (AI) to do the same things youve always done, just more efficiently? EXL executives and AI practitioners discussed the technologys full potential during the companys recent virtual event, AI in Action: Driving the Shift to Scalable AI. If so, youre only scratching the surface. The EXLerate.AI

Artificial Inteligence 97

Artificial Inteligence Insurance Generative AI Artificial Intelligence 97

CIO

NOVEMBER 19, 2024

A modern data and artificial intelligence (AI) platform running on scalable processors can handle diverse analytics workloads and speed data retrieval, delivering deeper insights to empower strategic decision-making. Intel’s cloud-optimized hardware accelerates AI workloads, while SAS provides scalable, AI-driven solutions.

Analytics 146

Analytics Cloud How To Scalability 146

AWS Machine Learning - AI

OCTOBER 29, 2024

Although batch inference offers numerous benefits, it’s limited to 10 batch inference jobs submitted per model per Region. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Access to your selected models hosted on Amazon Bedrock.

Scalability 105

Scalability Lambda Generative AI AWS 105

Perficient

NOVEMBER 20, 2024

Introduction to Multiclass Text Classification with LLMs Multiclass text classification (MTC) is a natural language processing (NLP) task where text is categorized into multiple predefined categories or classes. Traditional approaches rely on training machine learning models, requiring labeled data and iterative fine-tuning.

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Artificial Inteligence Metrics Airlines Travel 52

AWS Machine Learning - AI

OCTOBER 16, 2024

For some content, additional screening is performed to generate subtitles and captions. As DPG Media grows, they need a more scalable way of capturing metadata that enhances the consumer experience on online video services and aids in understanding key content characteristics.

Media 103

Media Video Artificial Inteligence Generative AI 103

Crunchbase News

DECEMBER 18, 2024

West Palm Beach, Florida-based Vultr says it plans to use the new capital to acquire more graphics processing units, or GPUs, which are in hot demand to power large language models. Along with rivals Nvidia and Intel , AMD and its venture arm have been active investors in startup funding deals this year for AI-related companies.

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Artificial Inteligence Cloud Journal Fintech 106

TechCrunch

MARCH 30, 2023

Co-founder and CEO Matt Welsh describes it as the first enterprise-focused platform-as-a-service for building experiences with large language models (LLMs). “The core of Fixie is its LLM-powered agents that can be built by anyone and run anywhere.” Fixie agents can interact with databases, APIs (e.g.

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Artificial Inteligence Company ChatGPT Generative AI 255

Openxcell

JANUARY 20, 2025

Have you ever imagined how artificial intelligence has changed our lives and the way businesses function? The rise of AI models, such as the foundation model and LLM, which offer massive automation and creativity, has made this possible. It ultimately increases the performance and versatility. What are LLMs?

Artificial Inteligence 52

Artificial Inteligence Generative AI Training Architecture 52

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. The Streamlit application will now display a button labeled Get LLM Response.

Generative AI 107

Generative AI AWS Artificial Inteligence Applications 107

AWS Machine Learning - AI

DECEMBER 11, 2024

EBSCOlearning, a leader in the realm of online learning, recognized this need and embarked on an ambitious journey to transform their assessment creation process using cutting-edge generative AI technology. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation.

Generative AI 73

Generative AI Artificial Inteligence Guidelines Education 73

CIO

JANUARY 5, 2025

According to PwC, organizations can experience incremental value at scale through AI, with 20% to 30% gains in productivity, speed to market, and revenue, on top of big leaps such as new business models. [2] AI in action The benefits of this approach are clear to see.

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

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Artificial Inteligence AWS Machine Learning Load Balancer 80

TechCrunch

AUGUST 25, 2021

Python is one of the top programming languages used among artificial intelligence and machine learning developers and data scientists, but as Behzad Nasre, co-founder and CEO of Bodo.ai, points out, it is challenging to use when handling large-scale data.

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Artificial Inteligence Machine Learning Data Artificial Intelligence 234

Xebia

FEBRUARY 23, 2025

The first agents to emerge are expected to perform small, structured internal tasks with some degree of fault-tolerance, such as helping to change passwords on IT systems or book vacation time on HR platforms. The real challenge in 2025 is using AI effectively and responsibly, which is where LLMOps (LLM Operations) comes in.

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Trends Data Artificial Inteligence Weak Development Team 130

InnovationM

APRIL 15, 2025

At InnovationM, we are constantly searching for tools and technologies that can drive the performance and scalability of our AI-driven products. Recently, we made progress with vLLM, a high-performance model inference engine designed to deploy Large Language Models (LLMs) more efficiently.

Artificial Inteligence 59

Artificial Inteligence Performance Training Scalability 59

TechCrunch

MAY 9, 2023

It’s often said that large language models (LLMs) along the lines of OpenAI’s ChatGPT are a black box, and certainly, there’s some truth to that. Even for data scientists, it’s difficult to know why, always, a model responds in the way it does, like inventing facts out of whole cloth.

Artificial Inteligence 278

Artificial Inteligence Tools Weak Development Team Open Source 278

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 98

Generative AI Video Engineering Artificial Inteligence 98

Netflix Tech

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

Artificial Inteligence 71

Artificial Inteligence Systems Review Training Windows 71

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.

Technical Advisors 187

Technical Advisors Strategy Training Research 187

CIO

FEBRUARY 11, 2025

Technology leaders in the financial services sector constantly struggle with the daily challenges of balancing cost, performance, and security the constant demand for high availability means that even a minor system outage could lead to significant financial and reputational losses. Scalability. Scalability. Cost forecasting.

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Serverless Architecture Microservices Scalability 155

CIO

APRIL 15, 2025

During his one hour forty minute-keynote, Thomas Kurian, CEO of Google Cloud showcased updates around most of the companys offerings, including new large language models (LLMs) , a new AI accelerator chip, new open source frameworks around agents, and updates to its data analytics, databases, and productivity tools and services among others.

Cloud 117

Cloud Innovation Artificial Inteligence Google Cloud 117

AWS Machine Learning - AI

NOVEMBER 1, 2024

This visibility is essential for setting accurate pricing for generative AI offerings, implementing chargebacks, and establishing usage-based billing models. Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. However, there are considerations to keep in mind.

Generative AI 125

Generative AI AWS Artificial Inteligence Budget 125

CIO

FEBRUARY 18, 2025

But in many cases, the prospect of migrating to modern cloud native, open source languages 1 seems even worse. Artificial intelligence (AI) tools have emerged to help, but many businesses fear they will expose their intellectual property, hallucinate errors or fail on large codebases because of their prompt limits.

Software Review 78

Software Review Artificial Inteligence Government Data 78

CIO

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field. high-performance computing GPU), data centers, and energy.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117