CIO

OCTOBER 30, 2024

This requires greater flexibility in systems to better manage data storage and ensure quality is maintained as data is fed into new AI models. They may implement AI, but the data architecture they currently have is not equipped, or able, to scale with the huge volumes of data that power AI and analytics.

Enterprise 209

Enterprise Artificial Inteligence Architecture Artificial Intelligence 209

CIO

JANUARY 5, 2025

These narrow approaches also exacerbate data quality issues, as discrepancies in data format, consistency, and storage arise across disconnected teams, reducing the accuracy and reliability of AI outputs. Reliability and security is paramount. Without the necessary guardrails and governance, AI can be harmful.

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

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. It doesn’t retain audio or output text, and users have control over data storage with encryption in transit and at rest. This can lead to more personalized and effective care.

AWS 109

AWS Artificial Inteligence Generative AI Machine Learning 109

Crunchbase News

JANUARY 13, 2025

Qventus platform tries to address operational inefficiencies in both inpatient and outpatient settings using generative AI, machine learning and behavioural science. Related reading: The Weeks Biggest Funding Rounds: Data Storage And Lots Of Biotech Illustration: Dom Guzman The round was led by Kleiner Perkins.

Artificial Inteligence 118

Artificial Inteligence Healthcare Biotech Artificial Intelligence 118

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets offers a centralized and secure storage alternative for API keys, passwords, certificates, and other sensitive statistics. Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. What is Azure Key Vault Secret?

Azure 91

Azure Analytics Storage Machine Learning 91

TechCrunch

JUNE 1, 2022

MLOps platform Iterative , which announced a $20 million Series A round almost exactly a year ago, today launched MLEM, an open-source git-based machine learning model management and deployment tool. “Having a machine learning model registry is becoming an essential part of the machine learning technology stack.

Open Source 240

Open Source Tools Artificial Inteligence Machine Learning 240

O'Reilly Media - Data

DECEMBER 10, 2019

Roughly a year ago, we wrote “ What machine learning means for software development.” Karpathy suggests something radically different: with machine learning, we can stop thinking of programming as writing a step of instructions in a programming language like C or Java or Python. Instead, we can program by example.

Software 311

Software Machine Learning Artificial Inteligence Conference 311

Xebia

DECEMBER 23, 2024

A lack of monitoring might result in idle clusters running longer than necessary, overly broad data queries consuming excessive compute resources, or unexpected storage costs due to unoptimized data retention. For example, data scientists might focus on building complex machine learning models, requiring significant compute resources.

Data 130

Data Storage Culture Resources 130

Xebia

DECEMBER 23, 2024

A lack of monitoring might result in idle clusters running longer than necessary, overly broad data queries consuming excessive compute resources, or unexpected storage costs due to unoptimized data retention. For example, data scientists might focus on building complex machine learning models, requiring significant compute resources.

Data 130

Data Storage Culture Resources 130

TechCrunch

JUNE 7, 2022

. “The main challenge in building or adopting infrastructure for machine learning is that the field moves incredibly quickly. “That’s why we’re building a continuous machine learning improvement platform.” Machine learning makes it possible to deliver these experiences at scale.

Artificial Inteligence 251

Artificial Inteligence Machine Learning Weak Development Team Data 251

TechCrunch

FEBRUARY 16, 2021

While the computer vision and machine learning technology will serve as the company’s beachhead into parking lots, services like cleaning, charging, storage and logistics could all be part and parcel of the Metropolis offering going forward, Israel said.

Infrastructure 246

Infrastructure Real Estate Storage Machine Learning 246

CIO

DECEMBER 5, 2024

Consolidating data and improving accessibility through tenanted access controls can typically deliver a 25-30% reduction in data storage expenses while driving more informed decisions. 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

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. He helps support large enterprise customers at AWS and is part of the Machine Learning TFC.

Generative AI 109

Generative AI Video Engineering Artificial Inteligence 109

TechCrunch

NOVEMBER 2, 2021

“[We are] introducing a database for AI, specifically a storage layer that helps to very efficiently store the data and then stream this to machine learning applications or training models to do computer vision, audio processing, NLP (natural language processing) and so on,” Buniatyan explained.

Artificial Inteligence 307

Artificial Inteligence Part-Time VPE Applications Open Source 307

AWS Machine Learning - AI

APRIL 16, 2025

You can run vLLM inference containers using Amazon SageMaker , as demonstrated in Efficient and cost-effective multi-tenant LoRA serving with Amazon SageMaker in the AWS Machine Learning Blog. Under Configure storage , set Root volume size to 128 GiB to allow enough space for storing base model and adapter weights.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Storage 89

AWS Machine Learning - AI

NOVEMBER 13, 2024

Exclusive to Amazon Bedrock, the Amazon Titan family of models incorporates 25 years of experience innovating with AI and machine learning at Amazon. Vector databases often use specialized vector search engines, such as nmslib or faiss , which are optimized for efficient storage, retrieval, and similarity calculation of vectors.

AWS 113

AWS Engineering Serverless eCommerce 113

AWS Machine Learning - AI

NOVEMBER 7, 2024

SageMaker JumpStart is a machine learning (ML) hub that provides a wide range of publicly available and proprietary FMs from providers such as AI21 Labs, Cohere, Hugging Face, Meta, and Stability AI, which you can deploy to SageMaker endpoints in your own AWS account. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

TechCrunch

APRIL 19, 2022

So in 2018, Ko left Opendoor to set about solving the problem she was tired of dealing with by creating file storage for modern design workflows and processes. Or put more simply, she wanted to build a new kind of cloud storage that would serve as an alternative to Dropbox and Google Drive “built by, and for, creatives.”.

Meeting 226

Meeting Storage Video Cloud 226

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name.

Artificial Inteligence 109

Artificial Inteligence Generative AI Travel AWS 109

AWS Machine Learning - AI

APRIL 10, 2025

Prior to AWS, Flora earned her Masters degree in Computer Science from the University of Minnesota, where she developed her expertise in machine learning and artificial intelligence. She has a strong background in computer vision, machine learning, and AI for healthcare.

Case Study 115

Case Study Artificial Inteligence Study Generative AI 115

TechCrunch

APRIL 21, 2022

The Berlin-based startup, which was founded just over a year ago, isn’t alone in spotting the opportunity to apply machine learning techniques such as probabilistic modelling to fresh food ordering. Freshflow co-founders Carmine Paolino (L) and Avik Mukhija. Image Credits: Freshflow. It’s competing with a number of U.S.

Retail 219

Retail Off-The-Shelf Artificial Inteligence Machine Learning 219

Xebia

OCTOBER 24, 2024

Better Accuracy Through Advanced Machine Learning One key limitation of standard demand forecasting tools is that they generally use predefined algorithms or models that are not optimized for every business. The financial and environmental savings from waste reduction alone can justify the investment in a custom solution.

Retail 130

Retail Machine Learning Artificial Inteligence Scalability 130

TechCrunch

MAY 24, 2022

It also uses machine learning to predict spikes and troughs in carbon intensity, allowing customers to time their energy use to trim their carbon footprints. The company initially focused on helping utility customers reduce their electricity costs by shaving demand or turning to battery storage. founder and CEO Wenbo Shi said.

Energy 209

Energy Artificial Inteligence Machine Learning Storage 209

AWS Machine Learning - AI

OCTOBER 29, 2024

Flexible logging –You can use this solution to store logs either locally or in Amazon Simple Storage Service (Amazon S3) using Amazon Data Firehose, enabling integration with existing monitoring infrastructure. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI.

Generative AI 109

Generative AI Applications AWS Knowledge Base 109

AWS Machine Learning - AI

DECEMBER 24, 2024

Shared Volume: FSx for Lustre is used as the shared storage volume across nodes to maximize data throughput. External storage : Amazon Simple Storage Service (Amazon S3) is used to store the clusters lifecycle scripts, configuration files, datasets, and checkpoints. Its mounted at /fsx on the head and compute nodes.

AWS 103

AWS Artificial Inteligence Generative AI Training 103

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. Traditionally, documents from portals, email, or scans are stored in Amazon Simple Storage Service (Amazon S3) , requiring custom logic to split multi-document packages.

Data 112

Data Generative AI Artificial Inteligence Compliance 112

AWS Machine Learning - AI

NOVEMBER 15, 2024

The flexible, scalable nature of AWS services makes it straightforward to continually refine the platform through improvements to the machine learning models and addition of new features. Dr. Nicki Susman is a Senior Machine Learning Engineer and the Technical Lead of the Principal AI Enablement team.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

JANUARY 29, 2025

You can import these models from Amazon Simple Storage Service (Amazon S3) or an Amazon SageMaker AI model repo, and deploy them in a fully managed and serverless environment through Amazon Bedrock. Sufficient local storage space, at least 17 GB for the 8B model or 135 GB for the 70B model. For more information, see Creating a bucket.

Generative AI 128

Generative AI Artificial Inteligence AWS Serverless 128

CIO

JUNE 7, 2024

based company, which claims to be the top-ranked supplier of renewable energy sales to corporations, turned to machine learning to help forecast renewable asset output, while establishing an automation framework for streamlining the company’s operations in servicing the renewable energy market. To achieve that, the Arlington, Va.-based

Energy 193

Energy Sustainability Artificial Inteligence Machine Learning 193

TechCrunch

APRIL 12, 2022

“Searching for the right solution led the team deep into machine learning techniques, which came with requirements to use large amounts of data and deliver robust models to production consistently … The techniques used were platformized, and the solution was used widely at Lyft.” ” Taking Flyte.

Artificial Inteligence 202

Artificial Inteligence Machine Learning Open Source Biotech 202

TechCrunch

SEPTEMBER 27, 2021

As more enterprises migrate to cloud-based architectures, they are also taking on more applications (because they can) and, as a result of that, more complex workloads and storage needs. Machine learning and other artificial intelligence applications add even more complexity.

Artificial Inteligence 246

Artificial Inteligence Applications Cloud Artificial Intelligence 246

AWS Machine Learning - AI

MARCH 3, 2025

Training jobs are executed across a distributed cluster, with seamless integration to multiple storage solutions, including Amazon Simple Storage Service (Amazon S3), Amazon Elastic File Storage (Amazon EFS), and Amazon FSx for Lustre. His expertise includes: End-to-end Machine Learning, model customization, and generative AI.

Artificial Inteligence 86

Artificial Inteligence Generative AI AWS Training 86

The Crazy Programmer

NOVEMBER 6, 2021

hence, if you want to interpret and analyze big data using a fundamental understanding of machine learning and data structure. A cloud architect has a profound understanding of storage, servers, analytics, and many more. You are also under TensorFlow and other technologies for machine learning. Blockchain Engineer.

Artificial Inteligence 290

Artificial Inteligence Blockchain Software Review Artificial Intelligence 290

CIO

MARCH 31, 2025

Talent shortages AI development requires specialized knowledge in machine learning, data science, and engineering. Broadcom high-performance storage solutions include fibre channel host bus adapters and NVMe solutions that provide fast, scalable storage solutions optimized for AI workloads.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

CIO

DECEMBER 14, 2023

AI and machine learning (ML) can do this by automating the design cycle to improve efficiency and output; AI can analyze previous designs, generate novel design ideas, and test prototypes, assisting engineers with rapid, agile design practices. Doing so helps to ensure the final mile of AI deployment will run smoothly.

Generative AI 215

Generative AI Artificial Inteligence Artificial Intelligence Technical Review 215

AWS Machine Learning - AI

APRIL 23, 2025

Multiple specialized Amazon Simple Storage Service Buckets (Amazon S3 Bucket) store different types of outputs. Solution Components Storage architecture The application uses a multi-bucket Amazon S3 storage architecture designed for clarity, efficient processing tracking, and clear separation of document processing stages.

Artificial Inteligence 62

Artificial Inteligence Open Source AWS Serverless 62

AWS Machine Learning - AI

APRIL 9, 2025

Lambda uses 1024 MB of memory and 512 MB of ephemeral storage, with API Gateway configured as a REST API. He specializes in machine learning and is a generative AI lead for NAMER startups team. His role involves helping AWS customers build scalable, secure, and cost-effective machine learning and generative AI workloads on AWS.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Applications 123