CIO

FEBRUARY 4, 2025

Intelligent tiering Tiering has long been a strategy CIOs have employed to gain some control over storage costs. Hybrid cloud solutions allow less frequently accessed data to be stored cost-effectively while critical data remains on high-performance storage for immediate access. Now, things run much smoother.

Storage 103

Storage Artificial Inteligence Data Meeting 103

AWS Machine Learning - AI

FEBRUARY 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), improving tasks such as language translation, text summarization, and sentiment analysis. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness.

Artificial Inteligence 130

Artificial Inteligence AWS Lambda Metrics 130

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. Here is an example from LangChain.

Artificial Inteligence 104

Artificial Inteligence Generative AI Travel AWS 104

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

TechCrunch

NOVEMBER 2, 2021

Activeloop , a member of the Y Combinator summer 2018 cohort , is building a database specifically designed for media-focused artificial intelligence applications. The company is also launching an alpha version of a commercial product today.

Artificial Inteligence 307

Artificial Inteligence Part-Time VPE Applications Open Source 307

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.

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AWS Artificial Inteligence Generative AI Machine Learning 103

TechCrunch

SEPTEMBER 8, 2022

However, data storage costs keep growing, and the data people keep producing and consuming can’t keep up with the available storage. The partnership focuses on automating the DNA-based storage platform using Seagate’s specially designed electronic chips. Data needs to be stored somewhere.

Storage 206

Storage Artificial Inteligence Data Chemicals 206

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 105

Generative AI Video Engineering Artificial Inteligence 105

CIO

DECEMBER 20, 2024

Its an offshoot of enterprise architecture that comprises the models, policies, rules, and standards that govern the collection, storage, arrangement, integration, and use of data in organizations. It includes data collection, refinement, storage, analysis, and delivery. Cloud storage. AI and machine learning models.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

Xebia

MARCH 30, 2025

” Ted Malaska At Melexis, a global leader in advanced semiconductor solutions, the fusion of artificial intelligence (AI) and machine learning (ML) is driving a manufacturing revolution. Semi-Structured Storage : Measurement values have varying types (e.g., Hence, timely insights are paramount.

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Testing Artificial Inteligence Comparison Software Review 130

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. Solution overview We can use SMP with both Amazon SageMaker Model training jobs and Amazon SageMaker HyperPod.

Training 101

Training Artificial Inteligence AWS Machine Learning 101

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 71

Artificial Inteligence AWS Machine Learning Load Balancer 71

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 335

Software Artificial Inteligence Machine Learning Conference 335

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

AWS Machine Learning - AI

MARCH 13, 2025

This post was co-written with Vishal Singh, Data Engineering Leader at Data & Analytics team of GoDaddy Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) in these solutions has become increasingly popular.

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Artificial Inteligence Systems Review System Generative AI 92

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. And implementing programming languages including C++, Java, and Python can be a fruitful career for you. A cloud architect has a profound understanding of storage, servers, analytics, and many more.

Artificial Inteligence 290

Artificial Inteligence Blockchain Software Review Artificial Intelligence 290

AWS Machine Learning - AI

MARCH 20, 2025

Traditionally, transforming raw data into actionable intelligence has demanded significant engineering effort. It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats.

Data 104

Data Generative AI Artificial Inteligence Compliance 104

AWS Machine Learning - AI

NOVEMBER 7, 2024

You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. Prompt catalog – Crafting effective prompts is important for guiding large language models (LLMs) to generate the desired outputs. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 106

Generative AI AWS Enterprise Artificial Inteligence 106

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

TechCrunch

APRIL 16, 2021

For perspective, one exabyte of storage could hold 50,000 years of DVD-quality video.) In Anaconda’s 2020 State of Data Science survey of more than 2,300 data scientists, nearly a quarter of respondents said that their data science or machine learning (ML) teams lacked communication skills. Make the abstract more tangible.

Data 286

Data Artificial Inteligence Machine Learning Conference 286

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs.

Generative AI 74

Generative AI Systems Review Software Review Artificial Inteligence 74

AWS Machine Learning - AI

AUGUST 21, 2024

Amazon SageMaker Canvas is a no-code machine learning (ML) service that empowers business analysts and domain experts to build, train, and deploy ML models without writing a single line of code. You can extend this solution to generative artificial intelligence (AI) use cases as well.

Artificial Inteligence 111

Artificial Inteligence Machine Learning Government Software Review 111

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.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

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 77

Artificial Inteligence Technical Review Healthcare Systems Review 77

TechCrunch

DECEMBER 6, 2023

The New York-based startup, which provides a scale-out, unstructured data storage solution designed to eliminate tiered storage (i.e. setups that move data between high- and low-cost storage hardware), today announced that it secured $118 million in a Series E round led by […] © 2023 TechCrunch. All rights reserved.

Storage 265

Storage Data Hardware Artificial Inteligence 265

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. Bingchen Liu is a Machine Learning Engineer with the AWS Generative AI Innovation Center.

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AWS Artificial Inteligence Generative AI Training 97

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.

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Artificial Inteligence Generative AI AWS Training 80

AWS Machine Learning - AI

JULY 24, 2024

Large language models (LLMs) have achieved remarkable success in various natural language processing (NLP) tasks, but they may not always generalize well to specific domains or tasks. You may need to customize an LLM to adapt to your unique use case, improving its performance on your specific dataset or task.

Artificial Inteligence 123

Artificial Inteligence Generative AI Training AWS 123

AWS Machine Learning - AI

MARCH 11, 2025

DeepSeek-R1 is a large language model (LLM) developed by DeepSeek AI that uses reinforcement learning to enhance reasoning capabilities through a multi-stage training process from a DeepSeek-V3-Base foundation. We demonstrate how to deploy these models on SageMaker AI inference endpoints.

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Artificial Inteligence AWS Generative AI Metrics 69

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 112

Generative AI AWS Groups Artificial Inteligence 112

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.

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Artificial Inteligence Applications Cloud Artificial Intelligence 246

CIO

OCTOBER 3, 2024

Rather than pull away from big iron in the AI era, Big Blue is leaning into it, with plans in 2025 to release its next-generation Z mainframe , with a Telum II processor and Spyre AI Accelerator Card, positioned to run large language models (LLMs) and machine learning models for fraud detection and other use cases.

Artificial Inteligence 210

Artificial Inteligence Generative AI Machine Learning Enterprise 210

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 89

Azure Analytics Storage Artificial Inteligence 89

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. Talent shortages AI development requires specialized knowledge in machine learning, data science, and engineering.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

CIO

APRIL 26, 2024

Once completed within two years, the platform, OneTru, will give TransUnion and its customers access to TransUnion’s behemoth trove of consumer data to fuel next-generation analytical services, machine learning models and generative AI applications, says Achanta, who is driving the effort, and held similar posts at Neustar and Walmart.

Artificial Inteligence 172

Artificial Inteligence Generative AI Machine Learning Analytics 172

AWS Machine Learning - AI

MARCH 18, 2025

This application allows users to ask questions in natural language and then generates a SQL query for the users request. Large language models (LLMs) are trained to generate accurate SQL queries for natural language instructions. However, off-the-shelf LLMs cant be used without some modification.

Artificial Inteligence 73

Artificial Inteligence Applications Generative AI Off-The-Shelf 73

CIO

JANUARY 22, 2025

Addressing these challenges by integrating advanced Artificial Intelligence (AI) and Machine Learning (ML) technologies into data protection solutions can enhance data backup and recovery, providing real-world applications and highlighting the benefits of these technologies.

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Backup Artificial Inteligence Data Artificial Intelligence 88