AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Because the state machine execution could exceed 5 minutes, we use a standard workflow.

Generative AI 119

Generative AI Virtualization Technical Advisors AWS 119

CIO

AUGUST 18, 2022

With the advent of big data, a second system of insight, the data lake, appeared to serve up artificial intelligence and machine learning (AI/ML) insights. Moonfare, a private equity firm, is transitioning from a PostgreSQL-based data warehouse on AWS to a Dremio data lakehouse on AWS for business intelligence and predictive analytics.

Data 210

Data Technical Advisors Technical Review Artificial Inteligence 210

AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. In this current example, you can leverage S3 Macie to determine the PII data in S3.

Knowledge Base 125

Knowledge Base Artificial Inteligence AWS Serverless 125

CIO

MARCH 26, 2024

In addition to AI and machine learning, data science, cybersecurity, and other hard-to-find skills , IT leaders are also looking for outside help to accelerate the adoption of DevOps or product-/program-based operating models. The complexity escalates when dealing with advanced skills like AI or data science,” says Asnani.

Technical Review 187

Technical Review Technical Advisors Development Team Review Artificial Inteligence 187

CIO

SEPTEMBER 14, 2022

In this role, you’ll need to manage and oversee the technical aspects of the organization’s biggest projects and initiatives. It’s a technical role that also requires a level of soft skills such as leadership, communication, and analytical skills.

Technical Advisors 174

Technical Advisors Software Engineering Software Development Engineering 174

AWS Machine Learning - AI

OCTOBER 22, 2024

In this post, we explore how organizations can address these challenges and cost-effectively customize and adapt FMs using AWS managed services such as Amazon SageMaker training jobs and Amazon SageMaker HyperPod. SageMaker also supports popular ML frameworks such as TensorFlow and PyTorch through managed pre-built containers.

Generative AI 82

Generative AI Training Artificial Inteligence Technical Advisors 82

Apiumhub

APRIL 8, 2021

Marcus Borba is a Big Data, analytics, and data science consultant and advisor. He has also been named a top influencer in machine learning, artificial intelligence (AI), business intelligence (BI), and digital transformation. Howson has advised clients on BI tool selections and strategies for over 20 years. Marcus Borba.

Artificial Inteligence 110

Artificial Inteligence Technical Advisors Data Machine Learning 110

AWS Machine Learning - AI

FEBRUARY 6, 2024

To support overarching pharmacovigilance activities, our pharmaceutical customers want to use the power of machine learning (ML) to automate the adverse event detection from various data sources, such as social media feeds, phone calls, emails, and handwritten notes, and trigger appropriate actions.

Artificial Inteligence 115

Artificial Inteligence Pharmaceuticals Healthcare AWS 115

O'Reilly Media - Ideas

OCTOBER 19, 2021

Much has been written about struggles of deploying machine learning projects to production. This approach has worked well for software development, so it is reasonable to assume that it could address struggles related to deploying machine learning in production too. However, the concept is quite abstract.

DevOps 145

DevOps Data Software Review Technical Advisors 145

AWS Machine Learning - AI

JANUARY 9, 2024

To implement the solution, we use SageMaker, a fully managed service to prepare data and build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows. If this is your first time working with Amazon SageMaker Studio , you first need to create a SageMaker domain.

Artificial Inteligence 124

Artificial Inteligence Generative AI AWS Technical Advisors 124

AWS Machine Learning - AI

JULY 18, 2024

has been at the forefront of integrating AI and machine learning (ML) capabilities into its operations. The proven security infrastructure of AWS strengthens confidence, allowing Mend.io Advise on verifying link legitimacy without direct interaction. With a deep commitment to using cutting-edge technologies, Mend.io

Artificial Inteligence 112

Artificial Inteligence Generative AI Data Technical Review 112

AWS Machine Learning - AI

SEPTEMBER 4, 2024

Amazon SageMaker , a fully managed service to build, train, and deploy machine learning (ML) models, has seen increased adoption to customize and deploy FMs that power generative AI applications. Register unzipped models stored in Amazon S3 using the AWS SDK. Register unzipped models stored in Amazon S3 using the AWS SDK.

Generative AI 98

Generative AI Artificial Inteligence Applications AWS 98

AWS Machine Learning - AI

AUGUST 2, 2024

AWS, Online Stores, etc.) It is imperative to note that two factors contributed to the differences: varying approaches (few-shot learning and fine-tuning) and disparate models (Anthropic Claude 3 and Meta Llama 70B). The transcripts mention continued growth in third-party seller services, advertising, and AWS.

Artificial Inteligence 123

Artificial Inteligence Engineering Generative AI Comparison 123

AWS Machine Learning - AI

SEPTEMBER 19, 2024

Prerequisites The following are the prerequisites necessary to implement Amazon Bedrock Knowledge Bases with SharePoint as a connector: An AWS account with an AWS Identity and Access Management (IAM) role and user with least privilege permissions to create and manage the necessary resources and components for the application.

Knowledge Base 87

Knowledge Base Data Technical Advisors AWS 87

AWS Machine Learning - AI

AUGUST 6, 2024

Prerequisites Make sure you have the following prerequisites in place : Confirm you have access to the AWS Management Console to create and manage resources in SageMaker, AWS Identity and Access Management (IAM), and other AWS services. Get started with generating music using your creative prompts by signing up for AWS.

Generative AI 90

Generative AI AWS Technical Advisors Artificial Inteligence 90

d2iq

JULY 20, 2022

D2iQ customers have partnered with D2iQ to gain the advantages of adding multi-cloud and hybrid cloud management capabilities to their AWS EKS deployments , as well as to gain the benefits of DKP being based on pure open-source Kubernetes.

Report 72

Report Enterprise Technical Advisors Marketing 72

Tamnoon

MARCH 26, 2025

They could then use that instance as a staging ground to access other AWS components or clouds. While you can technically do this manually, automation is the better option, as it’ll help avoid misconfiguration or misapplication. Let’s say, for example, a threat actor manages to exploit a misconfigured Amazon EC2 instance.

Cloud 52

Cloud Company Systems Review Weak Development Team 52

Mobilunity

DECEMBER 9, 2024

Have you ever wondered how often people mention artificial intelligence and machine learning engineering interchangeably? The thing is that this resemblance complicates understanding the difference between AI and machine learning concepts, which hinders spotting the right talent for the particular needs of companies.

Engineering 52

Engineering Artificial Inteligence Machine Learning Technical Review 52

Altexsoft

OCTOBER 17, 2019

For now, we need to find out what specialists would define metrics and standards to get data so good that it deserves a spot in perfectionist heaven, who would assess data, train other employees best practices, or who will be in charge of the strategy’s technical side. . Technical – structure, format, and rules for storing data (i.e.,

Tools 16

Tools Data Technical Advisors Technical Review 16

Altexsoft

SEPTEMBER 10, 2022

The Internet of Things (IoT) and machine learning that are powering smart hotel applications are accessible to everyone bold enough to try. Predictive maintenance , on the other hand, uses sensors and machine learning that give the probability of failure and tell us how soon the equipment is likely to break down.

Hotels 59

Hotels IoT Infrastructure Technical Review 59

Mobilunity

NOVEMBER 11, 2024

The technology will promote faster learning, higher productivity, and a better understanding of company tools and procedures. The technical side of LLM engineering Now, let’s identify what LLM engineering means in general and take a look at its inner workings. Machine Learning and Deep Learning.

Artificial Inteligence 52

Artificial Inteligence Handbook Engineering Technical Review 52

Xebia

DECEMBER 19, 2023

However, our conversations predominantly revolve around the economic dimension, such as optimizing costs in cloud computing, or the technical dimension, particularly when addressing code maintainability. These jobs can be employed for various tasks, including data processing, machine learning, or any scenario requiring on-demand processing.

Software Engineering 130

Software Engineering Sustainability Software Review Engineering 130

O'Reilly Media - Ideas

JANUARY 25, 2024

Before that, cloud computing itself took off in roughly 2010 (AWS was founded in 2006); and Agile goes back to 2000 (the Agile Manifesto dates back to 2001, Extreme Programming to 1999). That may or may not be advisable for career development, but it’s a reality that businesses built on training and learning have to acknowledge.

Trends 142

Trends Technical Review Technology Artificial Inteligence 142

LeanEssays

JANUARY 21, 2016

It formed the kernel of what would become Amazon Web Services (AWS), which has since grown into a multi-billion-dollar business. Clearly the portion of a company’s IT that could be provided by AWS or similar cloud services does not provide differentiation, so from a competitive perspective, it doesn’t matter.

Software Review 55

Software Review Innovation Software Technical Advisors 55

Existek

SEPTEMBER 28, 2023

Developers often have specialized roles based on their areas of expertise, like machine learning, computer vision, natural language processing, deep learning, robotics process automation, etc. Besides, they should have solid theoretical and practical knowledge of machine learning, deep learning, and statistics.

Artificial Inteligence 52

Artificial Inteligence Development How To Technical Review 52

AWS Machine Learning - AI

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Generative AI 136

Generative AI Artificial Inteligence Security Applications 136

AWS Machine Learning - AI

FEBRUARY 10, 2025

It aims to boost team efficiency by answering complex technical queries across the machine learning operations (MLOps) lifecycle, drawing from a comprehensive knowledge base that includes environment documentation, AI and data science expertise, and Python code generation.

Generative AI 88

Generative AI AWS Artificial Inteligence Data 88

AWS Machine Learning - AI

APRIL 2, 2025

Ray promotes the same coding patterns for both a simple machine learning (ML) experiment and a scalable, resilient production application. Alternatively and recommended, you can deploy a ready-made EKS cluster with a single AWS CloudFormation template. in the aws-do-ray GitHub repo. The fsdp-ray.py

Scalability 85

Scalability Artificial Inteligence AWS Training 85

AWS Machine Learning - AI

NOVEMBER 6, 2024

Amazon Transcribe is a machine learning (ML) based managed service that automatically converts speech to text, enabling developers to seamlessly integrate speech-to-text capabilities into their applications. Transcribe audio with Amazon Transcribe In this case, we use an AWS re:Invent 2023 technical talk as a sample.

Artificial Inteligence 103

Artificial Inteligence Technical Advisors Generative AI Technical Review 103

AWS Machine Learning - AI

OCTOBER 25, 2024

We share our learnings in our solution to help you understanding how to use AWS technology to build solutions to meet your goals. Technical overview Planview used key AWS services to build its multi-agent architecture. The following diagram illustrates the end-to-end workflow.

Project Management 110

Project Management Artificial Inteligence Scalability Generative AI 110

AWS Machine Learning - AI

APRIL 7, 2025

Be advised that the prompt caching feature is model-specific. Few-shot learning Including numerous high-quality examples and complex instructions, such as for customer service or technical troubleshooting, can benefit from prompt caching. Explains different logging configuration practices for AWS Network Firewall [1]n2.

Generative AI 99

Generative AI Firewall AWS Artificial Inteligence 99

AWS Machine Learning - AI

JANUARY 24, 2025

Use the AWS generative AI scoping framework to understand the specific mix of the shared responsibility for the security controls applicable to your application. The following figure of the AWS Generative AI Security Scoping Matrix summarizes the types of models for each scope.

Generative AI 100

Generative AI Artificial Inteligence Lambda AWS 100