Artificial Inteligence, AWS and Machine Learning

Tecton.ai nabs $35M Series B as it releases machine learning feature store

TechCrunch

DECEMBER 7, 2020

Tecton.ai , the startup founded by three former Uber engineers who wanted to bring the machine learning feature store idea to the masses, announced a $35 million Series B today, just seven months after announcing their $20 million Series A. “We help organizations put machine learning into production.

Artificial Inteligence

Artificial Inteligence Machine Learning Recruiting AWS

Streamlit nabs $35M Series B to expand machine learning platform

TechCrunch

APRIL 7, 2021

As a company founded by data scientists, Streamlit may be in a unique position to develop tooling to help companies build machine learning applications. Data scientists can download the open-source project and build a machine learning application, but it requires a certain level of technical aptitude to make all the parts work.

Artificial Inteligence

Artificial Inteligence Machine Learning Open Source Recruiting

Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

APRIL 9, 2025

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements.

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Artificial Inteligence Generative AI AWS Applications

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Automation, Evolved: Your New Playbook For Smarter Knowledge Work

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Arthur.ai snags $15M Series A to grow machine learning monitoring tool

TechCrunch

DECEMBER 9, 2020

At a time when more companies are building machine learning models, Arthur.ai wants to help by ensuring the model accuracy doesn’t begin slipping over time, thereby losing its ability to precisely measure what it was supposed to. AWS announces SageMaker Clarify to help reduce bias in machine learning models.

Artificial Inteligence

Artificial Inteligence Machine Learning Tools AWS

The New Tech Experience: Innovation, Optimization, and Collaboration

Speaker: Paul Weald, Contact Center Innovator

Learn how to streamline productivity and efficiency across your organization with machine learning and artificial intelligence! How you can leverage innovations in technology and machine learning to improve your customer experience and bottom line.

Artificial Inteligence

AI in action: Stories of how enterprises are transforming and modernizing

CIO

MARCH 20, 2025

Generative and agentic artificial intelligence (AI) are paving the way for this evolution. Built on top of EXLerate.AI, EXLs AI orchestration platform, and Amazon Web Services (AWS), Code Harbor eliminates redundant code and optimizes performance, reducing manual assessment, conversion and testing effort by 60% to 80%.

Artificial Inteligence

Artificial Inteligence Enterprise Insurance Artificial Intelligence

Stability AI backs effort to bring machine learning to biomed

TechCrunch

NOVEMBER 4, 2022

Called OpenBioML , the endeavor’s first projects will focus on machine learning-based approaches to DNA sequencing, protein folding and computational biochemistry. Stability AI’s ethically questionable decisions to date aside, machine learning in medicine is a minefield. Predicting protein structures.

Artificial Inteligence

Artificial Inteligence Machine Learning Biotech Training

Build and deploy a UI for your generative AI applications with AWS and Python

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. Access to Amazon Bedrock foundation models is not granted by default.

Generative AI

Generative AI AWS Artificial Inteligence Applications

Building a Scalable ML Pipeline and API in AWS

Dzone - DevOps

MARCH 28, 2025

With rapid progress in the fields of machine learning (ML) and artificial intelligence (AI), it is important to deploy the AI/ML model efficiently in production environments. The architecture downstream ensures scalability, cost efficiency, and real-time access to applications.

Scalability

Scalability Artificial Inteligence AWS Artificial Intelligence

5 ways to deploy your own large language model

CIO

NOVEMBER 16, 2023

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. That question isn’t set to the LLM right away. And it’s more effective than using simple documents to provide context for LLM queries, she says.

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Artificial Inteligence ChatGPT Open Source Azure

Introducing AWS MCP Servers for code assistants (Part 1)

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. This post is the first in a series covering AWS MCP Servers.

AWS

AWS Software Review Knowledge Base Artificial Inteligence

Achieve ~2x speed-up in LLM inference with Medusa-1 on Amazon SageMaker AI

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

Artificial Inteligence Training AWS Machine Learning

Using Amazon Q Business with AWS HealthScribe to gain insights from patient consultations

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. AWS HealthScribe combines speech recognition and generative AI trained specifically for healthcare documentation to accelerate clinical documentation and enhance the consultation experience.

AWS

AWS Artificial Inteligence Generative AI Machine Learning

Build a multi-tenant generative AI environment for your enterprise on AWS

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 use AWS services such as Application Load Balancer to implement this approach. It consists of one or more components depending on the number of FM providers and number and types of custom models used.

Generative AI

Generative AI AWS Enterprise Artificial Inteligence

Serving LLMs using vLLM and Amazon EC2 instances with AWS AI chips

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. xlarge instances are only available in these AWS Regions.

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Artificial Inteligence AWS Artificial Intelligence Generative AI

Integrate foundation models into your code with Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). Development environment – Set up an integrated development environment (IDE) with your preferred coding language and tools.

Software Review

Software Review Artificial Inteligence Generative AI AWS

Model customization, RAG, or both: A case study with Amazon Nova

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

Case Study Artificial Inteligence Study Generative AI

Revolutionize trip planning with Amazon Bedrock and Amazon Location Service

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

Artificial Inteligence

Artificial Inteligence Generative AI Travel AWS

Principal Financial Group uses QnABot on AWS and Amazon Q Business to enhance workforce productivity with generative AI

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

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Generative AI AWS Groups Artificial Inteligence

Amazon Bedrock Marketplace now includes NVIDIA models: Introducing NVIDIA Nemotron-4 NIM microservices

AWS Machine Learning - AI

DECEMBER 4, 2024

At AWS re:Invent 2024, we are excited to introduce Amazon Bedrock Marketplace. This a revolutionary new capability within Amazon Bedrock that serves as a centralized hub for discovering, testing, and implementing foundation models (FMs). Prior to joining AWS, Dr. Li held data science roles in the financial and retail industries.

Artificial Inteligence

Artificial Inteligence Microservices Generative AI AWS

AWS offers new AI certifications

CIO

JUNE 11, 2024

With a shortage of IT workers with AI skills looming, Amazon Web Services (AWS) is offering two new certifications to help enterprises building AI applications on its platform to find the necessary talent. Candidates for this certification can sign up for an AWS Skill Builder subscription to check three new courses exploring various concepts.

Artificial Inteligence

Artificial Inteligence AWS Artificial Intelligence Machine Learning

Supercharge your auto scaling for generative AI inference – Introducing Container Caching in SageMaker Inference

AWS Machine Learning - AI

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. It supports a wide range of popular open source LLMs, making it a popular choice for diverse AI applications.

Generative AI

Generative AI Artificial Inteligence Machine Learning AWS

Amazon SageMaker HyperPod makes it easier to train and fine-tune LLMs

TechCrunch

NOVEMBER 29, 2023

At its re:Invent conference today, Amazon’s AWS cloud arm announced the launch of SageMaker HyperPod, a new purpose-built service for training and fine-tuning large language models (LLMs). SageMaker HyperPod is now generally available.

Artificial Inteligence

Artificial Inteligence Training Machine Learning AWS

Harness the power of MCP servers with Amazon Bedrock Agents

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. This gives you an AI agent that can transform the way you manage your AWS spend. Perplexity AI MCP server to interpret the AWS spend data.

Generative AI

Generative AI AWS Artificial Inteligence Software Review

What does an AI consultant actually do?

CIO

APRIL 2, 2025

Artificial intelligence (AI) has long since arrived in companies. AI consulting: A definition AI consulting involves advising on, designing and implementing artificial intelligence solutions. Whether in process automation, data analysis or the development of new services AI holds enormous potential.

Artificial Inteligence

Artificial Inteligence Technical Advisors Artificial Intelligence Automotive

PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium

AWS Machine Learning - AI

DECEMBER 24, 2024

Training large language models (LLMs) models has become a significant expense for businesses. For many use cases, companies are looking to use LLM foundation models (FM) with their domain-specific data. To learn more about Trainium chips and the Neuron SDK, see Welcome to AWS Neuron.

AWS

AWS Artificial Inteligence Generative AI Training

Streamline RAG applications with intelligent metadata filtering using Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 20, 2024

The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries. The relevance of this context directly impacts the model’s ability to generate accurate and contextually appropriate responses.

Artificial Inteligence

Artificial Inteligence Applications Knowledge Base Generative AI

The Largest AI Startup Funding Deals Of 2024

Crunchbase News

JANUARY 2, 2025

Artificial intelligence dominated the venture landscape last year. The San Francisco-based company which helps businesses process, analyze, and manage large amounts of data quickly and efficiently using tools like AI and machine learning is now the fourth most highly valued U.S.-based based companies?

Artificial Inteligence

Artificial Inteligence Artificial Intelligence ChatGPT Journal

Revolutionizing clinical trials with the power of voice and AI

AWS Machine Learning - AI

MARCH 18, 2025

This is where the integration of cutting-edge technologies, such as audio-to-text translation and large language models (LLMs), holds the potential to revolutionize the way patients receive, process, and act on vital medical information. These insights can include: Potential adverse event detection and reporting.

Artificial Inteligence

Artificial Inteligence Technical Review Healthcare Systems Review

Reduce ML training costs with Amazon SageMaker HyperPod

AWS Machine Learning - AI

APRIL 10, 2025

The failed instance also needs to be isolated and terminated manually, either through the AWS Management Console , AWS Command Line Interface (AWS CLI), or tools like kubectl or eksctl. About the Authors Anoop Saha is a Sr GTM Specialist at Amazon Web Services (AWS) focusing on generative AI model training and inference.

Training

Training Artificial Inteligence Hardware Systems Review

How DPG Media uses Amazon Bedrock and Amazon Transcribe to enhance video metadata with AI-powered pipelines

AWS Machine Learning - AI

OCTOBER 16, 2024

The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows. Some local shows feature Flemish dialects, which can be difficult for some large language models (LLMs) to understand. The secondary LLM is used to evaluate the summaries on a large scale.

Media

Media Video Artificial Inteligence Generative AI

Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. This allows teams to focus more on implementing improvements and optimizing AWS infrastructure. This systematic approach leads to more reliable and standardized evaluations.

Generative AI

Generative AI Technical Review Software Review Systems Review

Are you ready for MLOps? 🫵

Xebia

FEBRUARY 28, 2025

Gartner reported that on average only 54% of AI models move from pilot to production: Many AI models developed never even reach production. … that is not an awful lot. We spent time trying to get models into production but we are not able to. No longer is Machine Learning development only about training a ML model.

Technical Review

Technical Review Weak Development Team Artificial Inteligence Machine Learning

Transcribe, translate, and summarize live streams in your browser with AWS AI and generative AI services

AWS Machine Learning - AI

NOVEMBER 13, 2024

However, as the reach of live streams expands globally, language barriers and accessibility challenges have emerged, limiting the ability of viewers to fully comprehend and participate in these immersive experiences. The extension delivers a web application implemented using the AWS SDK for JavaScript and the AWS Amplify JavaScript library.

Generative AI

Generative AI AWS Lambda Authentication

Enable Amazon Bedrock cross-Region inference in multi-account environments

AWS Machine Learning - AI

MARCH 27, 2025

Amazon Bedrock cross-Region inference capability that provides organizations with flexibility to access foundation models (FMs) across AWS Regions while maintaining optimal performance and availability. We provide practical examples for both SCP modifications and AWS Control Tower implementations.

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Artificial Inteligence AWS Technical Review Policies

Build a video insights and summarization engine using generative AI with Amazon Bedrock

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. This post provides guidance on how you can create a video insights and summarization engine using AWS AI/ML services.

Generative AI

Generative AI Video Engineering Artificial Inteligence

Discover, Protect and Respond with AWS and Prisma Cloud

Prisma Clud

NOVEMBER 22, 2024

Organizations are increasingly turning to cloud providers, like Amazon Web Services (AWS), to address these challenges and power their digital transformation initiatives. However, the vastness of AWS environments and the ease of spinning up new resources and services can lead to cloud sprawl and ongoing security risks.

AWS

AWS Cloud Network Compliance

Efficiently train models with large sequence lengths using Amazon SageMaker model parallel

AWS Machine Learning - AI

NOVEMBER 27, 2024

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. About the Authors Kanwaljit Khurmi is a Principal Worldwide Generative AI Solutions Architect at AWS.

Training

Training Artificial Inteligence AWS Machine Learning

Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications.

Artificial Inteligence

Artificial Inteligence Generative AI Training Metrics

Deploy Meta Llama 3.1-8B on AWS Inferentia using Amazon EKS and vLLM

AWS Machine Learning - AI

NOVEMBER 26, 2024

With the rise of large language models (LLMs) like Meta Llama 3.1, there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. Prerequisites Before you begin, make sure you have the following utilities installed on your local machine or development environment.

AWS

AWS Load Balancer Software Review Artificial Inteligence

Amazon wants to boost ten generative AI startups around the globe

TechCrunch

APRIL 4, 2023

Now, seven years later, Amazon has another AI accelerator – this time led by Amazon Web Services with a focus on the newest zeitgeist: generative artificial intelligence. Announced today, AWS has created a 10-week program for generative AI startups around the globe. As for why now, isn’t it obvious?

Generative AI

Generative AI Artificial Inteligence Minimum Viable Product Artificial Intelligence

Optimize hosting DeepSeek-R1 distilled models with Hugging Face TGI on Amazon SageMaker AI

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.

Artificial Inteligence

Artificial Inteligence AWS Machine Learning Load Balancer

Create a generative AI–powered custom Google Chat application using Amazon Bedrock

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

Generative AI

Generative AI Lambda Applications AWS

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 1, 2024

To address these challenges, Amazon Bedrock has launched a capability that organization can use to tag on-demand models and monitor associated costs. Organizations can now label all Amazon Bedrock models with AWS cost allocation tags , aligning usage to specific organizational taxonomies such as cost centers, business units, and applications.

Generative AI

Generative AI AWS Artificial Inteligence Budget

Tecton.ai nabs $35M Series B as it releases machine learning feature store

Streamlit nabs $35M Series B to expand machine learning platform

Webinars

Trending Sources

Multi-LLM routing strategies for generative AI applications on AWS

Webinars

Arthur.ai snags $15M Series A to grow machine learning monitoring tool

The New Tech Experience: Innovation, Optimization, and Collaboration

AI in action: Stories of how enterprises are transforming and modernizing

Stability AI backs effort to bring machine learning to biomed

Build and deploy a UI for your generative AI applications with AWS and Python

Building a Scalable ML Pipeline and API in AWS

5 ways to deploy your own large language model

Introducing AWS MCP Servers for code assistants (Part 1)

Achieve ~2x speed-up in LLM inference with Medusa-1 on Amazon SageMaker AI

Using Amazon Q Business with AWS HealthScribe to gain insights from patient consultations

Build a multi-tenant generative AI environment for your enterprise on AWS

Serving LLMs using vLLM and Amazon EC2 instances with AWS AI chips

Integrate foundation models into your code with Amazon Bedrock

Model customization, RAG, or both: A case study with Amazon Nova

Revolutionize trip planning with Amazon Bedrock and Amazon Location Service

Principal Financial Group uses QnABot on AWS and Amazon Q Business to enhance workforce productivity with generative AI

Amazon Bedrock Marketplace now includes NVIDIA models: Introducing NVIDIA Nemotron-4 NIM microservices

AWS offers new AI certifications

Supercharge your auto scaling for generative AI inference – Introducing Container Caching in SageMaker Inference

Amazon SageMaker HyperPod makes it easier to train and fine-tune LLMs

Harness the power of MCP servers with Amazon Bedrock Agents

What does an AI consultant actually do?

PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium

Streamline RAG applications with intelligent metadata filtering using Amazon Bedrock

The Largest AI Startup Funding Deals Of 2024

Revolutionizing clinical trials with the power of voice and AI

Reduce ML training costs with Amazon SageMaker HyperPod

How DPG Media uses Amazon Bedrock and Amazon Transcribe to enhance video metadata with AI-powered pipelines

Accelerate AWS Well-Architected reviews with Generative AI

Are you ready for MLOps? 🫵

Transcribe, translate, and summarize live streams in your browser with AWS AI and generative AI services

Enable Amazon Bedrock cross-Region inference in multi-account environments

Build a video insights and summarization engine using generative AI with Amazon Bedrock

Discover, Protect and Respond with AWS and Prisma Cloud

Efficiently train models with large sequence lengths using Amazon SageMaker model parallel

Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

Deploy Meta Llama 3.1-8B on AWS Inferentia using Amazon EKS and vLLM

Amazon wants to boost ten generative AI startups around the globe

Optimize hosting DeepSeek-R1 distilled models with Hugging Face TGI on Amazon SageMaker AI

Create a generative AI–powered custom Google Chat application using Amazon Bedrock

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

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