AWS Machine Learning

SEPTEMBER 19, 2023

cuDF is used for loading, joining, aggregating, filtering, and otherwise manipulating data, in a pandas -like API that accelerates the work on dataframes, using CUDA for significantly faster performance than pandas. Complete the following steps: Sign in to the AWS Management Console and open the IAM console.

APIs 116

APIs Accountability Engineering Technology 116

AWS Machine Learning

JANUARY 9, 2023

Amazon Kendra provides a fully managed intelligent search service that automates document ingestion and provides highly accurate search and FAQ results based on content across many data sources. For more information about the fully managed service, please visit the Amazon Kendra service page.

Scripts 78

Scripts APIs Engineering Transportation 78

AWS Machine Learning

NOVEMBER 16, 2022

In this post, we discuss some of the newer cross-account features to Amazon SageMaker that allow you to better share and manage model groups as well as manage model versions. You can use Boto3 APIs as shown the following example, or you can use the AWS Management Console to create the model package.

Accountability 81

Accountability Best practices Scripts Engineering 81

SmartAction

NOVEMBER 1, 2023

Conversational AI can be used in any industry for various use cases, including billing and payments, collection, authentication, claims, order management, scheduling, and reservations. It linked via API to internal data sources and current customer input to find a successful solution. So it’s wise to consider those in advance.

Contact Center 65

Contact Center Virtual Agent Interactive Voice Response Chatbots 65

AWS Machine Learning

MARCH 30, 2023

Amazon Personalize is a fully managed machine learning (ML) service that makes it easy for developers to deliver personalized experiences to their users. You can get started without any prior ML experience, using APIs to easily build sophisticated personalization capabilities in a few clicks.

Personalization 82

Personalization APIs Accountability Engineering 82

NobelBiz

FEBRUARY 23, 2023

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Out of the box tool Because CPaaS is a simple platform to use, all you have to do is connect its API into your existing apps. What exactly is a CPaaS? The Evolution of CPaaS technology CPaaS technology is continually changing.

Telecommunications 52

Telecommunications APIs Contact center software Contact Center 52

NobelBiz

FEBRUARY 23, 2023

CPaaS is a cloud-based communication solution with an API enabling simple integration with any current app. Out of the box tool Because CPaaS is a simple platform to use, all you have to do is connect its API into your existing apps. What exactly is a CPaaS? The Evolution of CPaaS technology CPaaS technology is continually changing.

Telecommunications 52

Telecommunications APIs Contact center software Contact Center 52

Playvox

JANUARY 13, 2022

Members of Generation Z, people born between 1995 and 2012, are entering the workforce and bringing their own ideas about how the workplace should function. This also means remote workers can have equal access to professional development tools such as performance management and training solutions. Gen Z Has Arrived.

Contact Center 79

Contact Center CRM Entertainment Virtual Agent 79

AWS Machine Learning

MAY 8, 2023

With Amazon SageMaker , you can manage the whole end-to-end machine learning (ML) lifecycle. It offers many native capabilities to help manage ML workflows aspects, such as experiment tracking, and model governance via the model registry. Now let’s dive deeper into the details.

APIs 70

APIs Government Accountability Scripts 70

AWS Machine Learning

DECEMBER 1, 2022

In this post, we look at how to use Amazon SageMaker Role Manager to quickly build out a set of persona-based roles that can be further customized to your specific requirements in minutes, right on the Amazon SageMaker console. They’re permitted to manage models, endpoints, and pipelines, and audit resources. ML activities.

Management 72

Management Government Enterprise APIs 72

Nexmo

FEBRUARY 14, 2020

Select the IAM Management Console from the Services panel: From the IAM Management Console, add a new IAM user by clicking the blue Add User button: Below is a JSON snippet to assign the permissions needed for the new user to utilize S3 and the Transcribe services. This will cause a panel to shift in from the right.

Scripts 120

Scripts Accountability APIs Management 120

AWS Machine Learning

MARCH 15, 2023

Tens of thousands of AWS customers use AWS machine learning (ML) services to accelerate their ML development with fully managed infrastructure and tools. The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. No change to the legacy code is required.

Scripts 121

Scripts APIs Engineering Construction 121

AWS Machine Learning

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

APIs 118

APIs Engineering Technology CRM 118

AWS Machine Learning

APRIL 23, 2024

Docker support in SageMaker Studio notebooks enables developers to effortlessly build Docker containers and access pre-built containers, providing a consistent development environment across the team and avoiding time-consuming setup and dependency management. API version: 1.41 (downgraded from 1.43) Go version: go1.20.10

Scripts 95

Scripts APIs Engineering Feedback 95

AWS Machine Learning

JULY 17, 2023

Amazon Redshift is a fully managed, fast, secure, and scalable cloud data warehouse. Create an AWS Identity and Access Management (IAM) role in the Amazon Redshift producer account that the SageMaker Studio IAM role will assume to access Amazon Redshift. All SageMaker Studio traffic is through the specified VPC and subnets.

Accountability 66

Accountability APIs Best practices Management 66

JivoChat

AUGUST 7, 2023

Brevo Overview In 2012, Sendinblue was launched as a newsletter service, along the years the company has expanded its service considerably, which led to the name change, as well, Brevo. From a sole email marketing platform, this software-as-a-service (SaaS) business now offers a complete customer relationship management (CRM) suite.

APIs 75

APIs Sales Analytics CRM 75

AWS Machine Learning

FEBRUARY 6, 2024

According to Gartner Magic Quadrant 2023, ServiceNow is one of the leading IT Service Management (ITSM) providers on the market. ServiceNow’s Incident Management uses workflows to identify, track, and resolve high‑impact IT service incidents. QnABot version 5.4+ is also enhanced with generative AI capabilities. Choose Create function.

Chatbots 102

Chatbots APIs Self service Banking 102

AWS Machine Learning

MARCH 7, 2023

This post presents and compares options and recommended practices on how to manage Python packages and virtual environments in Amazon SageMaker Studio notebooks. You can manage app images via the SageMaker console, the AWS SDK for Python (Boto3), and the AWS Command Line Interface (AWS CLI). Launch the custom image in Studio.

Management 73

Management Scripts Government Engineering 73

AWS Machine Learning

JULY 29, 2022

Each onboarded user in Studio has their own dedicated set of resources, such as compute instances, a home directory on an Amazon Elastic File System (Amazon EFS) volume, and a dedicated AWS Identity and Access Management (IAM) execution role. Organizations manage their users in AWS SSO instead of the SageMaker domain.

Management 72

Management APIs Accountability Construction 72

AWS Machine Learning

AUGUST 17, 2023

Many practitioners are extending these Redshift datasets at scale for machine learning (ML) using Amazon SageMaker , a fully managed ML service, with requirements to develop features offline in a code way or low-code/no-code way, store featured data from Amazon Redshift, and make this happen at scale in a production environment.

APIs 73

APIs Engineering Scripts Analytics 73

AWS Machine Learning

JUNE 19, 2023

When creating your SageMaker domain, you can choose to use either AWS IAM Identity Center (successor to AWS Single Sign-On) or AWS Identity and Access Management (IAM) for user authentication methods. If you are using self-managed AD, you may use AD Connector. The EventBridge rule triggers the target AWS Lambda function.

APIs 70

APIs Accountability Construction Enterprise 70

AWS Machine Learning

DECEMBER 14, 2023

Amazon SageMaker Studio offers a broad set of fully managed integrated development environments (IDEs) for machine learning (ML) development, including JupyterLab, Code Editor based on Code-OSS (Visual Studio Code Open Source), and RStudio. Spaces are equipped with predefined settings for compute and storage, managed by administrators.

APIs 97

APIs Engineering Management Scripts 97

AWS Machine Learning

MAY 12, 2023

Amazon SageMaker comes with two options to spin up fully managed notebooks for exploring data and building machine learning (ML) models. The second option is Amazon SageMaker notebook instances —a single, fully managed ML compute instance running notebooks in the cloud, offering you more control on your notebook configurations.

Best practices 79

Best practices APIs Banking Engineering 79

AWS Machine Learning

NOVEMBER 23, 2022

Data is often stored in data lakes managed by AWS Lake Formation , enabling you to apply fine-grained access control through a simple grant or revoke mechanism. Also, when data is accessed from data lakes managed with Lake Formation, you can enforce table-level and column-level access using policies attached to the runtime role.

Scripts 77

Scripts APIs Engineering Sales 77

AWS Machine Learning

DECEMBER 1, 2022

Administrators can attach AWS Identity and Access Management (IAM) policies that ensure a domain’s user can only create and open SageMaker resources that are originating from their respective domain. Kunal Jha is a Senior Product Manager at AWS. Domain-level resource isolation. experiments=`aws --region $REGION.

APIs 65

APIs Engineering Scripts Accountability 65

AWS Machine Learning

AUGUST 31, 2023

Additionally, the surge of business stakeholders and in some cases legal and compliance reviews need capabilities to add transparency for managing access control, activity tracking, and reporting across the ML lifecycle. Users in the model card account can share their model cards through AWS Resource Access Manager (AWS RAM).

Government 90

Government Accountability Enterprise Engineering 90

AWS Machine Learning

JUNE 28, 2022

The input data is a multi-variate time series that includes hourly electricity consumption of 321 users from 2012–2014. Alternatively, if you are looking for a fully managed service to deliver highly accurate forecasts, without writing code, we recommend checking out Amazon Forecast. Launch the solution.

Metrics 76

Metrics Healthcare Accountability Transportation 76

Vistio

SEPTEMBER 20, 2021

And in 2012, I decided to make the jump to the indirect or referral partner channels, where a lot of these big Gartner ranked vendors across contact center and unified communications and networking have these really robust programs that enable partners, or referral brokers, or agents to basically add value around the purchasing process.

Contact Center 52

Contact Center Technology Finance Average Handle Time 52

AWS Machine Learning

JUNE 6, 2023

For instance, if you have on-premises restrictions or existing investments in open-source products, you can use Amazon EC2, AWS ParallelCluster , or AWS UltraCluster to run distributed training workloads based on a self-managed approach. This example is tested in us-west-2 ; however, you can run in any other Region.)

Scripts 69

Scripts APIs Benchmark Management 69

AWS Machine Learning

NOVEMBER 15, 2022

This preparation process is largely undifferentiated and tedious work, and can involve multiple programming APIs and custom libraries. Proceed with the following updates on the IAM SageMaker execution role corresponding to the Studio instance where the Data Wrangler flow is running: Attach the AmazonEventBridgeFullAccess managed policy.

Engineering 68

Engineering APIs Management Accountability 68

AWS Machine Learning

AUGUST 31, 2023

Additionally, the surge of business stakeholders and in some cases legal and compliance reviews need capabilities to add transparency for managing access control, activity tracking, and reporting across the ML lifecycle. Users in the model card account can share their model cards through AWS Resource Access Manager (AWS RAM).

Government 52

Government Accountability Enterprise Engineering 52

RichCall

SEPTEMBER 13, 2017

The promise of Omni-channel today is similar to that of Customer Relationship Management (CRM) platforms a quarter of a century ago; by centralizing knowledge and customer information, it enables agents in our Contact Center to deliver more satisfying customer experiences, resolve issues more quickly and efficiently and generate more revenue.

Contact Center 64

Contact Center Technology Benchmark Chatbots 64

SmartKarrot

FEBRUARY 3, 2022

Its product AmbarEva is a cloud-based project management solution. Amber’s AmarLive is an energy management solution. ContaAzul is a Brazilian business management software for small businesses. Founded in: 2012. EBANX features hosted pages, and developer APIs, among other features. Founded in: 2012.

SaaS 10

SaaS Real estate Construction Transportation 10

AWS Machine Learning

JANUARY 25, 2024

When you’re done, you’ll wonder how you ever managed without it! Prerequisites You need to have an AWS account and an AWS Identity and Access Management (IAM) role and user with permissions to create and manage the necessary resources and components for this application. For Who can use this application or access this API?

Accountability 113

Accountability APIs Management Engineering 113

SmartKarrot

JANUARY 20, 2022

TransferWise for Business offers several capabilities, including a bill payment platform, seamless connection with Xero, buying merchandise, and payroll management with actual rates in over 40 currencies. The company offers dependable solutions to brokers, underwriters, and managing general agents (MGAs) in the industry. Checkout.com.

SaaS 10

SaaS Advertising B2B Transportation 10

AWS Machine Learning

SEPTEMBER 7, 2023

Amazon SageMaker Pipelines is a fully managed AWS service for building and orchestrating machine learning (ML) workflows. Adopting them can improve the development process and streamline the operational management of SageMaker Pipelines. After the pipeline is tested locally, it can be scaled to run using the PipelineSession context.

Best practices 92

Best practices Scripts Construction APIs 92

AWS Machine Learning

OCTOBER 31, 2022

Because each ML framework has its own dependencies, and deployment steps for each framework are different, deploying models built in different frameworks in production and managing each of the endpoints becomes more and more complex. You can call the specific container directly in the API call and get the prediction from that model.

APIs 74

APIs Metrics Construction Enterprise 74