AWS Machine Learning

AUGUST 8, 2024

Prerequisites To implement the solution, you should have an AWS account , model access to your choice of FM on Amazon Bedrock, and familiarity with DynamoDB, Amazon RDS, and Amazon S3. After access is provided to a model, it is available for the users in the account. Access to Amazon Bedrock FMs isn’t granted by default.

Engineering 114

Engineering Accountability Feedback Construction 114

AWS Machine Learning

JUNE 26, 2023

with the following code: import * as cdk from 'aws-cdk-lib'; import { Construct } from 'constructs'; import * as iam from 'aws-cdk-lib/aws-iam'; import { Activity } from '@cdklabs/cdk-aws-sagemaker-role-manager'; export class RoleManagerStack extends cdk.Stack { constructor(scope: Construct, id: string, props?

Management 82

Management Construction Automotive Engineering 82

AWS Machine Learning

DECEMBER 7, 2023

SARIMA extends ARIMA by incorporating additional parameters to account for seasonality in the time series. These additional variables are considered in the model to improve forecasting accuracy by accounting for external influences beyond the historical values of the time series.

Management 120

Management Engineering Analytics Construction 120

AWS Machine Learning

OCTOBER 2, 2024

Additionally, you can enable model invocation logging to collect invocation logs, full request response data, and metadata for all Amazon Bedrock model API invocations in your AWS account. Tanvi Singhal is a Data Scientist within AWS Professional Services. The following diagram illustrates these options.

Government 115

Government APIs Enterprise Best practices 115

AWS Machine Learning

JUNE 19, 2023

For provisioning Studio in your AWS account and Region, you first need to create an Amazon SageMaker domain—a construct that encapsulates your ML environment. Set up a group-level IAM role in each Studio account. Set up or derive the group to IAM role mapping.

APIs 82

APIs Accountability Construction Enterprise 82

AWS Machine Learning

MAY 8, 2023

How to use MLflow as a centralized repository in a multi-account setup. Prerequisites Before deploying the solution, make sure you have access to an AWS account with admin permissions. AWS CDK constructs are the building blocks of AWS CDK applications, representing the blueprint to define cloud architectures.

APIs 81

APIs Government Accountability Scripts 81

AWS Machine Learning

JULY 29, 2022

It’s aligned with the AWS recommended practice of using temporary credentials to access AWS accounts. At the time of this writing, you can create only one domain per AWS account per Region. To implement the strong separation, you can use multiple AWS accounts with one domain per account as a workaround.

Management 85

Management APIs Accountability Construction 85

AWS Machine Learning

FEBRUARY 10, 2023

To make the correct coverage identification, a multitude of information over time must be accounted for, including the way defenders lined up before the snap and the adjustments to offensive player movement once the ball is snapped. Our feature engineering constructs sequences of play features as the input for model digestion.

Construction 76

Construction Engineering Big data Coaching 76

ChurnZero

JUNE 22, 2021

How “Big Data” is different than “Big Insight” How to create winning propositions the will turn reluctant prospects into loyal customers. Construct predictive customer health dashboards. People who are responsible for customer accounts. What customer insight really is and isn’t.

SaaS 92

SaaS Consulting Consulting Sales 92

AWS Machine Learning

MARCH 23, 2023

fit the model sklearn estimator.fit("s3://" + bucket + "/training data") # construct predictor from trained model predictor = sklearn_estimator.deploy(instance_type="ml.c4.xlarge", With some customization, you can implement this same encryption process for different model types and frameworks, independent of the training data.

Scripts 113

Scripts APIs Government Analytics 113

CSM Magazine

JULY 28, 2022

Working with large data sets (Big Data) is primarily used for HR analytics. Assess Team is an easy-to-use tool for getting clear and constructive feedback. Although its use is being updated to improve recruiting, measure personnel efficiency, quality, etc. Digitalization of HR is ensured by the use of modern HR platforms.

Management 59

Management Gamification Analytics Enterprise 59

AWS Machine Learning

JULY 24, 2023

They use big data (such as a history of past search queries) to provide many powerful yet easy-to-use patent tools. A recent initiative is to simplify the difficulty of constructing search expressions by autofilling patent search queries using state-of-the-art text generation models. client('sts').get_caller_identity()['Account']

APIs 76

APIs Engineering Construction Benchmark 76

CustomerSuccessBox

MARCH 14, 2022

Learn and apply basic statistical tools to solve real-world Customer Success problems Track churn accurately Measure and interpret NPS and CSAT in new ways Construct predictive customer health scores Increase forecasting accuracy Improve business results. Manage your Tasks Manage your Alerts Track Product Adoption for Accounts and much more.

Journey mapping 52

Journey mapping Accountability Construction Management 52

Lumoa

MAY 16, 2024

Workflow significantly impacts productivity, and data scientists prefer Jupyter Notebooks for their faster iteration cycles. This preference is closely tied to the “ Roman Census approach ” central to Big Data. When a data scientist prepares gigabytes of data or a large model, it might take seconds or minutes.

Engineering 78

Engineering Banking Metrics Big data 78

Talkdesk

JANUARY 16, 2018

With technological advancements in speech recognition, artificial intelligence and big data, the spoken words in those calls can now be used to elicit actionable insights from spoken information. Using recorded call data to construct predictive models provides the means for automating call disposition.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Talkdesk

JANUARY 16, 2018

With technological advancements in speech recognition, artificial intelligence and big data, the spoken words in those calls can now be used to elicit actionable insights from spoken information. Using recorded call data to construct predictive models provides the means for automating call disposition.

Analytics 40

Analytics Call Center Customer centricity Construction 40

NobelBiz

AUGUST 3, 2021

After all, running a contact center without taking human, technological, and managerial facts into account in every operational element is comparable to driving a car without a dashboard. Data management, whether through a user account, a website, or a form, is a lever for optimizing consumer interaction.

Contact Center 52

Contact Center Interactive Voice Response Coaching Construction 52

SmartKarrot

OCTOBER 9, 2020

The app gives you a patient portal as well where you can see your account and all of the patient’s information in it. It furnishes its cloud solutions in a consumption model used by a construction and engineering company. Ycharts is a fast-growing financial data platform. It works best on both desktops as well as mobile.

SaaS 10

SaaS Real estate Construction Multichannel 10

SmartKarrot

FEBRUARY 3, 2022

Ambar is a Brazilian SaaS company that offers digital solutions to companies operating in the construction industry. Amber also offers AmbarConaz, an online marketplace connecting supply chain and construction sites. Neoway is a market intelligence and Big Data platform that provides companies with important insights to help them grow.

SaaS 10

SaaS Real estate Construction Transportation 10

AWS Machine Learning

FEBRUARY 10, 2025

They provide access to external data and APIs or enable specific actions and computation. To efficiently use the models context window, we construct a tool selector that retrieves only the relevant tools based on the information in the agent state. Tools Tools extend agent capabilities beyond the FM.

Chief Customer Officer 89

Chief Customer Officer Banking SaaS Engineering 89

AWS Machine Learning

AUGUST 2, 2024

We partnered with Keepler , a cloud-centered data services consulting company specialized in the design, construction, deployment, and operation of advanced public cloud analytics custom-made solutions for large organizations, in the creation of the first generative AI solution for one of our corporate teams. Anthropic Claude 2.0

APIs 111

APIs Analytics Chatbots Engineering 111

AWS Machine Learning

DECEMBER 2, 2024

Today, the Accounts Payable (AP) and Accounts Receivable (AR) analysts in Amazon Finance operations receive queries from customers through email, cases, internal tools, or phone. Kumar Satyen Gaurav is an experienced Software Development Manager at Amazon, with over 16 years of expertise in big data analytics and software development.

Finance 88

Finance Engineering Big data Metrics 88

AWS Machine Learning

NOVEMBER 6, 2024

in your editor and modify the STACK_NAME and CUSTOM_HEADER_VALUE variables: The stack name enables you to deploy multiple applications in the same account. About the Author Lior Perez is a Principal Solutions Architect on the Construction team based in Toulouse, France. Open config_file.py

Construction 115

Construction APIs Big data Best practices 115

CX Journey

JULY 25, 2014

Sometimes the customer concern that impacts the NPS is far out of the technician’s control – for instance, the company is too big, the client doesn’t like a product, or the account is a business “Hostage” trapped by a high cost of changing vendors. The good feeling that customers get from having their opinions actively solicited.

Journey mapping 61

Journey mapping Surveys Construction Feedback 61