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

AUGUST 21, 2023

Prerequisites You need the following prerequisites: An AWS account A SageMaker Jupyter notebook instance Access the code from the GitHub repository and upload it to your notebook instance. You also use a custom inference script to do the predictions within the container. He specializes in Databases, Analytics, and Machine Learning.

Healthcare 76

Healthcare APIs Scripts Finance 76

JustCall

JANUARY 29, 2024

As a whole, JustCall is an AI-powered customer communications platform with a ton of nifty voice, SMS, analytics, collaboration , and automation features. But one of its most remarkable features is the Sales Dialer. That is exactly what JustCall’s Predictive Dialer lets you do. At this time, Kixie doesn’t offer a predictive dialing solution.

Sales 52

Sales APIs Analytics Abandon rate 52

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 79

Scripts Engineering APIs Consulting 79

NobelBiz

APRIL 23, 2024

Account Setup and Verification : Upon receiving a debt, the agency sets up an account for the debtor and verifies all the details. Advanced analytics and machine learning algorithms are also being integrated into call center operations to predict debtor behavior and optimize contact strategies.

Customer centricity 52

Customer centricity Contact Center Technology Telemarketing 52

aircall

JUNE 11, 2021

2015 — An open API (applied programming interface) technology was invented to allow software applications to sync and share data between them. A discussion of voice communications isn’t complete without VoIP (voice over internet protocol) and an open API (applied programming interface) technology. Telecommunication Now.

voip 62

voip APIs Call Center Telecommunications 62

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. Register model step (model package). Fail step (run failed).

Scripts 71

Scripts Engineering Management APIs 71

AWS Machine Learning

SEPTEMBER 1, 2023

These teams are as follows: Advanced analytics team (data lake and data mesh) – Data engineers are responsible for preparing and ingesting data from multiple sources, building ETL (extract, transform, and load) pipelines to curate and catalog the data, and prepare the necessary historical data for the ML use cases.

Engineering 100

Engineering Accountability Construction APIs 100

AWS Machine Learning

JANUARY 26, 2024

In addition to awareness, your teams should take action to account for generative AI in governance, assurance, and compliance validation practices. You should begin by extending your existing security, assurance, compliance, and development programs to account for generative AI.

Best practices 120

Best practices Government Engineering Accountability 120

AWS Machine Learning

FEBRUARY 29, 2024

At Deutsche Bahn, a dedicated AI platform team manages and operates the SageMaker Studio platform, and multiple data analytics teams within the organization use the platform to develop, train, and run various analytics and ML activities. For high availability, multiple identical private isolated subnets are provisioned.

APIs 96

APIs Construction Transportation Analytics 96

AWS Machine Learning

AUGUST 14, 2023

You can serialize pipelines to YAML files , expose them via a REST API , and scale them flexibly with your workloads, making it easy to move your application from a prototype stage to production. Prerequisites The first thing to do before we can use any AWS services is to make sure we have signed up for and created an AWS account.

Enterprise 68

Enterprise Scripts Best practices Analytics 68

JustCall

APRIL 12, 2023

Native conversation intelligence platform and call analytics to ramp up agent performance Agent performance & coaching: Call monitoring and performance evaluation.

Real estate 52

Real estate Interactive Voice Response CRM Call Center 52

AWS Machine Learning

MARCH 15, 2023

The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. SageMaker runs the legacy script inside a processing container. Step Functions is a serverless workflow service that can control SageMaker APIs directly through the use of the Amazon States Language.

Scripts 120

Scripts APIs Engineering Construction 120

AWS Machine Learning

APRIL 5, 2024

Gramener’s GeoBox solution empowers users to effortlessly tap into and analyze public geospatial data through its powerful API, enabling seamless integration into existing workflows. With the SearchRasterDataCollection API, SageMaker provides a purpose-built functionality to facilitate the retrieval of satellite imagery.

APIs 101

APIs Engineering Analytics Healthcare 101

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 99

Analytics APIs Engineering Construction 99

AWS Machine Learning

APRIL 23, 2024

Prerequisites To use Local Mode in SageMaker Studio applications, you must complete the following prerequisites: For pulling images from Amazon Elastic Container Registry (Amazon ECR), the account hosting the ECR image must provide access permission to the user’s Identity and Access Management (IAM) role.

Scripts 87

Scripts APIs Engineering Feedback 87

AWS Machine Learning

MARCH 22, 2023

Snowflake is an AWS Partner with multiple AWS accreditations, including AWS competencies in machine learning (ML), retail, and data and analytics. An AWS account with permissions to create AWS Identity and Access Management (IAM) policies and roles. For data scientist: An S3 bucket that Data Wrangler can use to output transformed data.

APIs 79

APIs Engineering Analytics Scripts 79

JivoChat

JULY 14, 2021

Customers can also troubleshoot simple problems or perform quick administrative tasks like resetting their passwords, adding a live chat button , managing their billing, or changing other account information. Review analytics. Why Is Self-Customer Service Important? Self-service is not an option. Expand your page content.

Self service 52

Self service Chatbots B2B Customer centricity 52

AWS Machine Learning

AUGUST 17, 2023

AWS Glue is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, ML, and application development. In the Spark script, use the system executable command to run pip install , install this library in your local environment, and get the local path of the JAR file dependency.

APIs 73

APIs Engineering Scripts Analytics 73

Pointillist

JULY 25, 2018

Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics. By Swati Sahai.

Analytics 93

Analytics Government APIs Metrics 93

AWS Machine Learning

DECEMBER 5, 2023

For instance, according to International Data Corporation (IDC), the world’s data volume is expected to increase tenfold by 2025, with unstructured data accounting for a significant portion. Amazon Comprehend custom classification API is used to organize your documents into categories (classes) that you define. in the notebook.

APIs 96

APIs Enterprise Accountability Healthcare 96

AWS Machine Learning

SEPTEMBER 1, 2023

Solution overview To get responses streamed back from SageMaker, you can use our new InvokeEndpointWithResponseStream API. To take advantage of the new streaming API, you need to make sure the model container returns the streamed response as chunked encoded data. For details, refer to Creating an AWS account.

APIs 86

APIs Chatbots Engineering Best practices 86

AWS Machine Learning

JANUARY 6, 2023

OpenSearch Service is a fully managed service that makes it easy for you to perform interactive log analytics, real-time application monitoring, website search, and more. OpenSearch is an open source, distributed search and analytics suite derived from Elasticsearch. versions). Prerequisites. Launch solution resources.

Entertainment 83

Entertainment APIs Scripts Analytics 83

NobelBiz

APRIL 9, 2024

call centers that handle patient information on behalf of healthcare providers and organizations are obligated to comply with the Health Insurance Portability and Accountability Act (HIPAA) that sets standards for the security and privacy of sensitive patient health information. HIPAA Regulations: In the U.S.,

Call Center 105

Call Center Telemarketing Healthcare Government 105

AWS Machine Learning

JUNE 27, 2023

By enabling effective management of the ML lifecycle, MLOps can help account for various alterations in data, models, and concepts that the development of real-time image recognition applications is associated with. At-scale, real-time image recognition is a complex technical problem that also requires the implementation of MLOps.

Engineering 93

Engineering APIs Scripts Entertainment 93

AWS Machine Learning

OCTOBER 11, 2022

It provides APIs powered by ML to extract key phrases, entities, sentiment analysis, and more. You also need an AWS account and the ability to create AWS resources. For this demo, you should have the following prerequisites: An AWS account. The code for this solution is available on Github. Prerequisites. Python 3.7 LTS version.

APIs 72

APIs Enterprise Engineering Accountability 72

AWS Machine Learning

OCTOBER 19, 2022

R is a popular analytic programming language used by data scientists and analysts to perform data processing, conduct statistical analyses, create data visualizations, and build machine learning (ML) models. This CloudFormation template provided in this post provisions the EC2 instance and installs RStudio using the user data script.

Analytics 80

Analytics APIs Scripts Government 80

AWS Machine Learning

OCTOBER 19, 2022

To demonstrate how you can use this solution in your existing business infrastructures, we also include an example of making REST API calls to the deployed model endpoint, using AWS Lambda to trigger both the RCF and XGBoost models. If you don’t have an account, you can sign up for one. Prerequisites. Launch the solution.

APIs 66

APIs Metrics Calibration Accountability 66

AWS Machine Learning

JANUARY 30, 2024

Prerequisites To implement the solution provided in this post, you should have an AWS account and familiarity with FMs, Amazon Bedrock, SageMaker, and OpenSearch Service. script with llava_inference.py , and create a model.tar.gz script has additional code to allow reading an image file from Amazon S3 and running inference on it.

Scripts 96

Scripts Enterprise Analytics APIs 96

Pointillist

JULY 25, 2018

By Swati Sahai Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics 1.

Analytics 43

Analytics Metrics Government Journey mapping 43

AWS Machine Learning

NOVEMBER 23, 2022

Before you get started, make sure you have the following prerequisites: An AWS account. Complete the following steps: Download the bootstrap script from s3://emr-data-access-control- /customer-bootstrap-actions/gcsc/replace-rpms.sh , replacing region with your region. Upload both files to an S3 bucket in your account and region.

Scripts 77

Scripts APIs Engineering Sales 77

JustCall

DECEMBER 23, 2022

You need to take various parameters into account, such as ease of use, cost, support quality, your use case and product features and capabilities. It allows you to get real-time conversational insights and shortens agents’ learning curves with AI-based scores and analytics. Sales dialer- Deliver calls using an automated dialer.

voip 52

voip APIs CRM Enterprise 52

JustCall

APRIL 5, 2023

Call Recording and Analytics JustCall also provides intuitive call recording and analytics features to help you track call metrics and improve the customer service experience. Analytics Its analytics tools allow you to gain insights into the team’s communication and collaboration activities. if neccessary.

APIs 52

APIs Analytics Enterprise Feedback 52

JustCall

APRIL 5, 2023

Real-time dashboard – Monitor agents’ performance using real-time dashboards and performance analytics. Agent scripting – Agents can be provided with predetermined scripts to increase customer engagement. Call recording – Record and monitor agent calls to improve quality and performance.

voip 52

voip Interactive Voice Response APIs Contact Center 52

AWS Machine Learning

AUGUST 11, 2022

Download the Python script ( publish.py ) and data file from the GitHub repo. This is required to simulate sensor data for the current date using the IoT simulator script. This AWS IoT Core custom endpoint URL is personal to your AWS account and Region. It also provides the capability to query the anomalies via APIs.

Metrics 69

Metrics APIs Scripts Wireless 69

AWS Machine Learning

JULY 14, 2022

We begin by creating an S3 bucket where we store the script for our AWS Glue streaming job. Run the following command in your terminal to create a new bucket: aws s3api create-bucket --bucket sample-script-bucket-$RANDOM --region us-east-1. s3://sample-script-bucket-30232/glue_streaming/app.py.

Engineering 75

Engineering Scripts APIs Finance 75

JustCall

FEBRUARY 13, 2023

Real-time dashboard – Monitor agents’ performance using real-time dashboards and performance analytics. month for up to 40k emails WhatsApp Business API – Starting at $0.0042 per WhatsApp Template message and $0.005 for session messages SMS, WhatsApp, Chat, and MMS – Starting at $0.05 5 Capterra– 4.4/5

Interactive Voice Response 52

Interactive Voice Response voip Enterprise APIs 52