AWS Machine Learning

DECEMBER 14, 2022

We discuss how to make audio files available to Amazon Transcribe and enable transcription of multi-lingual audio files when calling Amazon Transcribe APIs. For this walkthrough, you should have the following prerequisites: An AWS account. Access the Amazon Transcribe console and call Amazon Transcribe APIs. Solution overview.

APIs 118

APIs Accountability Contact Center Analytics 118

AWS Machine Learning

FEBRUARY 19, 2025

An ApplyGuardrail API call is made with the question and an FM response to the associated Amazon Bedrock guardrail. The Automated Reasoning checks model is triggered with the inputs from the ApplyGuardrail API, building logical representation of the input and FM response. To learn more, visit Amazon Bedrock Guardrails.

APIs 88

APIs Banking Engineering Transportation 88

AWS Machine Learning

OCTOBER 3, 2024

The proposed baseline architecture can be logically divided into four building blocks which that are sequentially deployed into the provided AWS accounts, as illustrated in the following diagram below. Developers can use the AWS Cloud Development Kit (AWS CDK) to customize the solution to align with the company’s specific account setup.

APIs 95

APIs Construction Engineering Accountability 95

Nexmo

OCTOBER 27, 2020

You’ll need a Vonage API Account. Please take note of your accounts API Key, API Secret, and the number that comes with it. For now, we will add an empty API controller called VoiceController to our Controllers folder. Prerequisites. If you don’t have one, you can sign up for one here.

APIs 118

APIs Engineering voip Accountability 118

AWS Machine Learning

MAY 23, 2023

We’re excited to announce that you can now use the new Amazon Kendra connector V2 for Confluence to search information stored in your Confluence account both on the cloud and your data center. Prerequisites To try out the Amazon Kendra connector for Confluence, you need the following: A Confluence account (Cloud or Data Center edition).

APIs 111

APIs Accountability Enterprise Personalization 111

AWS Machine Learning

OCTOBER 16, 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, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

SaaS 89

SaaS APIs Construction Accountability 89

AWS Machine Learning

JULY 3, 2024

It’s also a highly non-trivial balance exercise, because the technical content should be as accurate and precise as possible, yet engaging and empowering for the target audience. In step 3, the frontend sends the HTTPS request via the WebSocket API and API gateway and triggers the first Amazon Lambda function.

Healthcare 133

Healthcare APIs Finance Feedback 133

AWS Machine Learning

NOVEMBER 14, 2023

Early examples include advanced social bots and automated accounts that supercharge the initial stage of spreading fake news. In general, it is not trivial for the public to determine whether such accounts are people or bots. or higher installed on either Linux, Mac, or a Windows Subsystem for Linux and an AWS account.

APIs 132

APIs Engineering Scripts Education 132

Nexmo

APRIL 12, 2019

In addition to making text-to-speech calls , the Nexmo voice API allows you to play prerecorded audio files in to a call. You’ll also need a Nexmo Account and the Nexmo CLI installed. You’ll also need a Nexmo Account and the Nexmo CLI installed. We’ll be using the CLI to configure our Nexmo account and purchase a phone number.

APIs 15

APIs Accountability Interactive Voice Response 15

AWS Machine Learning

APRIL 5, 2023

Amazon Rekognition makes it easy to add this capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 101

APIs Entertainment Personalization Accountability 101

AWS Machine Learning

AUGUST 21, 2024

AWS HealthScribe is a fully managed API-based service that generates preliminary clinical notes offline after the patient’s visit, intended for application developers. In the future, we expect LMA for healthcare to use the AWS HealthScribe API in addition to other AWS services.

Healthcare 122

Healthcare Consulting Consulting APIs 122

AWS Machine Learning

SEPTEMBER 12, 2024

medium instance to demonstrate deploying the model as an API endpoint using an SDK through SageMaker JumpStart. Prerequisites To implement this solution, you need the following: An AWS account with privileges to create AWS Identity and Access Management (IAM) roles and policies. The notebook is powered by an ml.t3.medium

APIs 135

APIs Benchmark Enterprise Construction 135

Calabrio

MARCH 31, 2025

Implement modular training programs focused on practical AI applications, as well as role-playing scenarios and other exercises that focus on building soft skills like emotional intelligence. Organizations must establish clear guidelines for data handling, transparency, and accountability. Ensuring responsible AI usage is paramount.

Contact Center 52

Contact Center Customer Service Virtual Agent Self service 52

Nexmo

JULY 13, 2020

Afterward, I’d feel energized and having already crossed off two items of my to-do list—exercise and reading, I’d be confident to tackle my day. Before we get started, you’ll need a couple of things: – a Zapier account. – a Vonage account. Vonage API Account. A Word about Zapier. .

APIs 62

APIs Accountability Personalization 62

AWS Machine Learning

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, like Meta, through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI. Configure Llama 3.2 b64encode(image_bytes).decode('utf-8')

Real estate 94

Real estate Finance APIs Construction 94

AWS Machine Learning

SEPTEMBER 1, 2023

Each business unit has each own set of development (automated model training and building), preproduction (automatic testing), and production (model deployment and serving) accounts to productionize ML use cases, which retrieve data from a centralized or decentralized data lake or data mesh, respectively.

Engineering 127

Engineering Accountability Construction APIs 127

AWS Machine Learning

MARCH 28, 2024

medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint. Before you get started with the solution, create an AWS account. This identity is called the AWS account root user. We use an ml.t3.medium AJ Dhimine is a Solutions Architect at AWS.

Telecommunications 136

Telecommunications Transportation Healthcare Accountability 136

AWS Machine Learning

MARCH 21, 2023

decode()) # importing pyspark script as module sys.path.append(os.getcwd()+"/input/") import pyspark_transform #reload(pyspark_transform) # Executing custom function in pyspark script df=pyspark_transform.compute_vif(df,param_file) The code uses the AWS SDK for Python (Boto3) to access CodeCommit API functions. Choose Preview.

Scripts 91

Scripts Banking APIs Best practices 91

AWS Machine Learning

DECEMBER 16, 2022

Prerequisites: You must have an AWS account to run SageMaker. Download the reference data from Kaggle either manually, as we do here, or programmatically through Kaggle API if you have a Kaggle account. Set up the development environment. You can get started with SageMaker and try hands-on tutorials.

Enterprise 98

Enterprise APIs Analytics Accountability 98

AWS Machine Learning

FEBRUARY 8, 2023

Although you can integrate the model directly into an application, the approach that works well for production-grade applications is to deploy the model behind an endpoint and then invoke the endpoint via a RESTful API call to obtain the inference. The following diagram illustrates the application and scaling setup in SageMaker.

Benchmark 104

Benchmark Metrics APIs Engineering 104

Pointillist

JULY 25, 2018

Has a journey mapping exercise ever been conducted? Pointillist can handle data in all forms, whether it is in tables, excel files, server logs, or 3rd party APIs. 3rd Party APIs: Pointillist has a large number of connectors using 3rd party APIs. Do they track customer journeys? Build a Team.

Analytics 93

Analytics Government Metrics APIs 93

ChurnZero

JULY 21, 2023

Women account for roughly half (47%) of the U.S. Perseverance is a muscle that needs to be exercised While she feels strongly that customer success professionals make excellent product managers, Abby says her career move into product left her, at times, questioning her abilities. I don’t have a computer science degree, she said.

Chief Customer Officer 52

Chief Customer Officer APIs Accountability Personalization 52

AWS Machine Learning

MARCH 1, 2023

The flywheel provides integration with custom classification and custom entity recognition APIs, and can help different roles such as data engineers and developers automate and manage the NLP workflow with no-code services. For the flywheel’s data lake location, select an S3 URI in your account that can be dedicated to this flywheel.

Engineering 98

Engineering Consulting Consulting APIs 98

AWS Machine Learning

NOVEMBER 30, 2023

It also allows you to scale to zero to save costs, but your application latency requirements need to be flexible enough to account for a cold start time for models. This option allows you the most flexibility in utilizing your compute as long as container-level isolation per customer or FM is sufficient.

Chatbots 116

Chatbots SaaS Engineering APIs 116

AWS Machine Learning

NOVEMBER 22, 2023

You should conduct “pre-mortem” exercises to pre-emptively identify potential sources of failure so that they can be removed or mitigated. Logging API calls with AWS CloudTrail – With AWS CloudTrail , you can gain visibility into API call history and user activity, crucial for operational monitoring and swift incident response.

Best practices 119

Best practices Metrics Feedback Enterprise 119

ChurnZero

NOVEMBER 5, 2021

However, if you want to ensure your Customer Success software keeps working for you, and not against you, it’s a worthwhile exercise to evaluate its performance. We also recommend creating an Account segment and a Contact segment to QA the fields that are most critical to the software’s performance.

Accountability 52

Accountability CRM Benchmark APIs 52

ChurnZero

NOVEMBER 5, 2021

But if you want to ensure your Customer Success software keeps working for you, and not against you, it’s a worthwhile exercise to evaluate its performance. We also recommend creating an Account segment and a Contact segment to QA the fields that are most critical to the software’s performance. Start Date. Next Renewal Date.

Accountability 52

Accountability CRM Benchmark APIs 52

AWS Machine Learning

MAY 17, 2024

Compliance frameworks like General Data Protection Regulation (GDPR) and California Consumer Privacy Act (CCPA), Health Insurance Portability and Accountability Act (HIPAA), and Payment Card Industry Data Security Standard (PCI DSS) are supported to make sure data handling, storing, and process meet stringent security standards.

Benchmark 126

Benchmark APIs Personalization Enterprise 126

AWS Machine Learning

APRIL 16, 2024

Solution overview We have chosen the Book Trip bot as our starting point for this exercise. Similarly, you can use a Lambda function for fulfillment as well, for example writing data to databases or calling APIs save the collected information. For more information, refer to Enabling custom logic with AWS Lambda functions.

Management 121

Management Construction APIs Chatbots 121

AWS Machine Learning

SEPTEMBER 12, 2024

Prerequisites To try out this solution using SageMaker JumpStart, you need the following prerequisites: An AWS account that will contain all your AWS resources. Meta Llama 3 inference parameters For Meta Llama 3, the Messages API allows you to interact with the model in a conversational way.

Engineering 124

Engineering Automotive Best practices Enterprise 124

CSM Magazine

APRIL 23, 2021

The statement describes an outcome, and the company’s newest services—like banking accounts designed for people who live, work and travel all around the world—tightly align to that outcome. Peloton was never just a stationary exercise bike. Peloton is a premium brand which straddles both products and services.

Entertainment 52

Entertainment APIs Banking Customer centricity 52

AWS Machine Learning

AUGUST 30, 2024

This licensing update reflects Meta’s commitment to fostering innovation and collaboration in AI development with transparency and accountability. Prerequisites Complete the following prerequisite steps: Have an AWS account. Install the AWS Command Line Interface (AWS CLI) and have the Amazon SDK for Python (Boto3) set up.

Best practices 91

Best practices Engineering Accountability Enterprise 91

AWS Machine Learning

JUNE 9, 2023

Prerequisites Ensure that you have access to an AWS account with sufficient AWS Identity and Access Management IAM permissions to create a notebook, access an Amazon Simple Storage Service (Amazon S3) bucket, and deploy models to SageMaker endpoints. Configure the model. Create the SageMaker endpoint.

Benchmark 122

Benchmark Engineering Enterprise APIs 122

ChurnZero

JANUARY 3, 2020

Our detailed API Documentation , which helps customers build advanced implementations using their subscription data. At ChartMogul, metrics are a powerful tool to get the whole team on the same page and make everyone (including managers) accountable for their achievements.

SaaS 64

SaaS Metrics Engineering Feedback 64

Outsource Consultants

JANUARY 28, 2025

Ask about the availability of dedicated account managers or customer success teams. Work closely with your IT team and the solution provider to map out data flows and API connections. These should cover not just the basics of using the system but also advanced features and best practices.

Enterprise 67

Enterprise Contact Center Average Handle Time contact center solutions 67

AWS Machine Learning

APRIL 18, 2023

Although these SEC filings are publicly available to anyone, downloading parsed filings and constructing a clean dataset with added features is a time-consuming exercise. We make this possible in a few API calls in the JumpStart Industry SDK. Finally, it has increased our spending on content, which may not be effective in the long run.

Finance 96

Finance Scripts APIs Sales 96

SmartAction

MAY 6, 2019

While AI-powered virtual agents can also read and record data and exercise cognitive capabilities to follow linear (or near linear) processes, they extend the value of customer data for other purposes that include: Personalization – mapping caller ID to an account and greet by name.

Self service 45

Self service Virtual Agent Best practices Contact Center 45