Nexmo

OCTOBER 7, 2020

Vonage API Account. To complete this tutorial, you will need a Vonage API account. Once you have an account, you can find your API Key and API Secret at the top of the Vonage API Dashboard. Web Component polyfill --> <script src="[link]. <!-- A GitHub account.

APIs 118

APIs Scripts Accountability 118

AWS Machine Learning

DECEMBER 21, 2022

The offline store data is stored in an Amazon Simple Storage Service (Amazon S3) bucket in your AWS account. A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. put_record API to ingest individual records or to handle streaming sources.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

MARCH 23, 2023

To demonstrate this, we show an example of customizing an Amazon SageMaker Scikit-learn, open sourced, deep learning container to enable a deployed endpoint to accept client-side encrypted inference requests. Although this example shows how to perform this for inference operations, you can extend the solution to training and other ML steps.

Scripts 95

Scripts APIs Government Analytics 95

AWS Machine Learning

JANUARY 5, 2024

Continuous integration and continuous delivery (CI/CD) pipeline – Using the customer’s GitHub repository enabled code versioning and automated scripts to launch pipeline deployment whenever new versions of the code are committed. Wipro has used the input filter and join functionality of SageMaker batch transformation API.

Management 109

Management APIs Engineering Government 109

AWS Machine Learning

MAY 23, 2023

JumpStart also provides solution templates that set up infrastructure for common use cases, and executable example notebooks for ML with Amazon SageMaker. You can access the pre-trained models, solution templates, and examples through the JumpStart landing page in Amazon SageMaker Studio. or later node.js

APIs 91

APIs Accountability Construction Management 91

AWS Machine Learning

JUNE 15, 2022

Let’s take the example of a repository of AWS documents of types User_Guides , Reference_Guides and Release_Notes , regarding compute, storage, and database technologies. If you just want to read about this feature without running it yourself, you can refer to the Python script facet-search-query.py Prerequisites.

APIs 71

APIs Scripts Technology Engineering 71

Nexmo

MAY 1, 2020

secret=KVKFKRCPNZQUYMLXOVYDSQKJKZDTSRLD&issuer=Example. There are a few things you’ll need for this example: Google Authenticator ( Android / iOS , or any similar OATH TOTP app). A service with 2FA support (such as a Google Account ). A Vonage APIs (formerly Nexmo) account. An ngrok account. Application.

APIs 77

APIs Interactive Voice Response Accountability Scripts 77

AWS Machine Learning

OCTOBER 25, 2022

Model weights are available via scripts in the GitHub repository , and the MSAs are hosted by the Registry of Open Data on AWS (RODA). The MSA step in the protein folding workflow is computationally intensive and can account for a majority of the inference time. Set up the EKS cluster with an FSx for Lustre file system.

APIs 76

APIs Scripts Banking Engineering 76

AWS Machine Learning

MAY 16, 2023

As a JumpStart model hub customer, you get improved performance without having to maintain the model script outside of the SageMaker SDK. endpoint_name = name_from_base(f"jumpstart-example-{model_id}") # Retrieve the inference instance type for the specified model. The inference script is prepacked with the model artifact.

Chatbots 85

Chatbots Scripts APIs Feedback 85

AWS Machine Learning

APRIL 18, 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 with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Scripts 103

Scripts Best practices Engineering Accountability 103

AWS Machine Learning

MAY 25, 2023

We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. We implement a chatbot application in Streamlit which invokes the function via the API Gateway and the function does a similarity search in the OpenSearch Service index for the embeddings of user question.

APIs 76

APIs Enterprise Accountability Chatbots 76

AWS Machine Learning

MAY 10, 2023

TensorFlow and PyTorch projects both endorse and use TensorBoard in their official documentation and examples. When they create a SageMaker training job, domain users can use TensorBoard using the SageMaker Python SDK or Boto3 API. is your training script, and simple_tensorboard.ipynb launches the SageMaker training job.

Scripts 73

Scripts Metrics Construction APIs 73

AWS Machine Learning

MARCH 20, 2023

In the following example figure, we show INT8 inference performance in C6i for a BERT-base model. Use the supplied Python scripts for quantization. Run the provided Python test scripts to invoke the SageMaker endpoint for both INT8 and FP32 versions. The BERT-base was fine-tuned with SQuAD v1.1,

Calibration 78

Calibration Scripts Benchmark APIs 78

AWS Machine Learning

JULY 5, 2022

Lifecycle configurations (LCCs) are shell scripts to automate customization for your Studio environments, such as installing JupyterLab extensions, preloading datasets, and setting up source code repositories. LCC scripts are triggered by Studio lifecycle events, such as starting a new Studio notebook. Apply the script (see below).

Scripts 80

Scripts Engineering APIs Consulting 80

AWS Machine Learning

JULY 29, 2022

In part 1 , we addressed the data steward persona and showcased a data mesh setup with multiple AWS data producer and consumer accounts. The code for this example is available on GitHub. The database is now reflected as a shared database in the consumer account. Build and train ML models using a data mesh architecture on AWS.

Scripts 71

Scripts Analytics Accountability Engineering 71

AWS Machine Learning

AUGUST 30, 2023

For example, we could use a specialized language model pre-trained on clinical reports from scratch. The following figure is an example of a radiology report. To fine-tune this model through SageMaker Jumpstart, labeled examples must be provided in the form of {prompt, completion} pairs.

Healthcare 111

Healthcare APIs Scripts Metrics 111

AWS Machine Learning

AUGUST 21, 2023

For the purpose of an end-to-end example, we take the clinical outcome of in-hospital mortality and show how this process can be implemented easily in AWS using a pre-trained Hugging Face BERT model, and the predictions will be explained using SageMaker Clarify. Here, you supply the same model_name used in the create_model API call.

Healthcare 76

Healthcare APIs Scripts Finance 76

AWS Machine Learning

APRIL 11, 2023

One important aspect of this foundation is to organize their AWS environment following a multi-account strategy. In this post, we show how you can extend that architecture to multiple accounts to support multiple LOBs. In this post, we show how you can extend that architecture to multiple accounts to support multiple LOBs.

APIs 70

APIs Accountability Scripts Enterprise 70

VirtualPBX

NOVEMBER 10, 2020

In our case, we built connections to Zapier and the VirtualPBX API to automate the receipt of new text messages and provide an interface for sending individual replies to customers. I would expect businesses to push this tool further by adding, for example, sending SMS notifications to team members through Airtable,” he continued.

APIs 75

APIs Accountability Scripts Marketing 75

AWS Machine Learning

MARCH 1, 2023

For example, since 2020, COVID has become a new entity type that businesses need to extract from documents. Flywheel creates a data lake (in Amazon S3) in your account where all the training and test data for all versions of the model are managed and stored. However, these models are sensitive to changes in the real world.

APIs 68

APIs Metrics Accountability Scripts 68

AWS Machine Learning

JUNE 9, 2022

Recently, we also announced the launch of easy-to-use JumpStart APIs as an extension of the SageMaker Python SDK, allowing you to programmatically deploy and fine-tune a vast selection of JumpStart-supported pre-trained models on your own datasets. We now go over a quick example of how you can replicate the preceding process.

Scripts 66

Scripts APIs Enterprise Accountability 66

Nexmo

FEBRUARY 14, 2020

In this tutorial, we’ll use a Nexmo Voice number to create a callback script that interacts with a caller to prompt for a voice message. In this example the following are needed: PHP installed locally (version 7.3+ In this example the following are needed: PHP installed locally (version 7.3+ Nexmo account.

Scripts 120

Scripts Accountability APIs Management 120

AWS Machine Learning

AUGUST 11, 2022

For example, in the following figure, users are connected via shared entities such as Wi-Fi IDs, physical locations, and phone numbers. For example, in some e-commerce platforms, account registration is wide open. Fraudsters can behave maliciously just once with an account and never use the same account again.

Construction 83

Construction APIs Accountability Scripts 83

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 102

Engineering Accountability Construction APIs 102

AWS Machine Learning

AUGUST 3, 2023

For example, on online shopping platforms, the angle at which products are shown in images has an effect on the rate of buying this product. It can be used for further postprocessing on the image, for example, to crop out the whole car. Prerequisites For this walkthrough, you should have the following prerequisites: An AWS account.

APIs 63

APIs Scripts Engineering Technical Support 63

AWS Machine Learning

JANUARY 26, 2024

Lastly, we connect these together with an example LLM workload to describe an approach towards architecting with defense-in-depth security across trust boundaries. In addition to awareness, your teams should take action to account for generative AI in governance, assurance, and compliance validation practices.

Best practices 122

Best practices Government Engineering Accountability 122

AWS Machine Learning

MAY 22, 2023

Text completion or imputation is one of the most common unsupervised objectives: given a chunk of text, the model learns to accurately predict what comes next (for example, predict the next sentence). You can find the accompanying notebook in the amazon-sagemaker-examples GitHub repository. 2] to fine-tune the model.

APIs 89

APIs Scripts Metrics Accountability 89

AWS Machine Learning

SEPTEMBER 28, 2022

For example, in the following TensorFlow estimator, the init signature now shows that model_dir and image_uri support PipelineVariables , whereas the other parameters do not. As we see in the preceding code, ProcessingStep needs to do basically the same preprocessing logic as.run , just without initiating the API call to start the job.

Scripts 70

Scripts Engineering APIs Management 70

AWS Machine Learning

OCTOBER 4, 2022

Developers usually test their processing and training scripts locally, but the pipelines themselves are typically tested in the cloud. Writing the scripts to transform the data is typically an iterative process, where fast feedback loops are important to speed up development. At the core, this is a regression problem.

Scripts 72

Scripts Engineering Management APIs 72

Inbenta

SEPTEMBER 4, 2018

Although this is not intrinsically dangerous, there are few recommendations that should be taken into account: Do not include external “ ” tags in your critical web pages, like the login window, or the check out page. When possible, include and host all necessary scripts in your secured web server. Secure your webhooks.

Chatbots 58

Chatbots APIs Scripts Enterprise 58

AWS Machine Learning

NOVEMBER 21, 2022

You can use the demo notebook to send example data to already deployed model endpoints for the document summarization and question answering tasks. The demo notebook quickly allows you to get hands-on experience by querying the example data. This notebook demonstrates how to use the JumpStart API for text classification.

Scripts 71

Scripts Metrics APIs Healthcare 71

AWS Machine Learning

NOVEMBER 16, 2022

Automated deployment options have been improved and simplified using Kustomize scripts and Helm charts. This script automates creation of the following AWS resources: VPCs and EKS clusters. Make sure you meet the following prerequisites: You have an AWS account. Make sure you’re in the us-west-2 Region to run this example.

Metrics 67

Metrics Scripts Enterprise APIs 67

AWS Machine Learning

JULY 11, 2023

Prerequisites You need an AWS account with an AWS Identity and Access Management (IAM) role with permissions to manage resources created as part of the solution. For details, refer to Creating an AWS account. To achieve this, we set up a configuration file, develop the training script, and run the training code. and model.py

Scripts 57

Scripts APIs Healthcare Banking 57

NobelBiz

FEBRUARY 15, 2023

Key Points CCaaS is paramount to successfully add a new communication channel You must consider the tone, scripts and pace of new channels Your Call Center must track the right KPIs for every new channel How to add a new communication channel in a call center? For example, monitor for at least one month or every three months.

Call Center 52

Call Center Scripts Average Handle Time Customer effort 52

AWS Machine Learning

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. The code and resources required for deployment are available in the amazon-bedrock-examples repository.

APIs 120

APIs Scripts Enterprise Management 120

AWS Machine Learning

AUGUST 14, 2023

The model is fine-tuned with a set of input and output examples for each task, allowing the model to generalize to new tasks that it hasn’t been explicitly trained on as long as prompts are provided for the tasks. Answer: 2021 ### Context: NLP Cloud developed their API by mid-2020 and they added many pre-trained open-source models since then.

Engineering 71

Engineering APIs Chatbots Scripts 71

Inbenta

SEPTEMBER 4, 2018

Although this is not intrinsically dangerous, there are few recommendations that should be taken into account: Do not include external “< script >” tags in your critical web pages, like the login window, or the check out page. When possible, include and host all necessary scripts in your secured web server.

Chatbots 40

Chatbots APIs Scripts Enterprise 40