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. After the pipeline has been fully tested locally, you can easily rerun it with Amazon SageMaker managed resources with just a few lines of code changes. Overview of the ML lifecycle.

Scripts 71

Scripts Engineering Management APIs 71

AWS Machine Learning

AUGUST 3, 2023

Amazon Rekognition is a fully managed service that can perform CV tasks like object detection, video segment detection, content moderation, and more to extract insights from data without the need of any prior ML experience. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application.

APIs 62

APIs Scripts Engineering Technical Support 62

NobelBiz

APRIL 23, 2024

The integration of these diverse channels into a unified platform ensures that all debtor interactions are tracked and managed cohesively, enhancing efficiency and compliance. These systems help manage debtor profiles, track all communications, and automate follow-ups, thereby ensuring consistency in customer service.

Customer centricity 94

Customer centricity Contact Center Technology Telemarketing 94

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. option("header",False).csv(s3path)

Engineering 75

Engineering Scripts APIs Finance 75

AWS Machine Learning

FEBRUARY 8, 2024

Moreover, they can orchestrate complex, multi-step workflows by breaking down tasks into smaller, manageable steps, coordinating various actions, and ensuring the efficient execution of processes within an organization. System integration – Agents make API calls to integrated company systems to run specific actions.

APIs 115

APIs Scripts Enterprise Management 115

AWS Machine Learning

APRIL 11, 2023

In the post Secure Amazon SageMaker Studio presigned URLs Part 2: Private API with JWT authentication , we demonstrated how to build a private API to generate Amazon SageMaker Studio presigned URLs that are only accessible by an authenticated end-user within the corporate network from a single account.

APIs 69

APIs Accountability Scripts Enterprise 69

AWS Machine Learning

JULY 29, 2022

These customized ML models can either be deployed to the AWS Cloud using cloud APIs or to custom edge hardware using AWS IoT Greengrass. The scripts outputs an image that includes the color and location of the defects on the anomalous image. Manish Talreja is a Senior Industrial ML Practice Manager with AWS Professional Services.

Scripts 68

Scripts SaaS Accountability Engineering 68

Vistio

AUGUST 9, 2021

He now focuses on advising senior leaders on strategic, operational, and technology issues of contact centers, customer experience management tools (including CRM, CxM, and CEM), and BPS&O (Business Process Services and Outsourcing) drawing from his extensive personal experience to provide relevant and logical solutions.

Contact Center 52

Contact Center Consulting Consulting Call Center 52

OctopusTech

AUGUST 18, 2023

Continual expenditures for hosting, themes, domain names, and website management should also be considered. Back-end developers work with libraries, data architecture, APIs, code that interacts with databases, and more because they are interested in how a website operates. Firms use the CMS system to manage their website.

Construction 62

Construction Engineering APIs Enterprise 62

Pointillist

JULY 25, 2018

The Champion may or may not be the Project Manager (if not, then make sure to recruit an experienced project manager to organize the project and keep everything on track!). Estimate project duration by speaking with the vendors you have shortlisted and any industry consultants/analysts who may be advising you.

Analytics 93

Analytics Government APIs Metrics 93

SmartAction

MAY 23, 2019

Those functional areas are: CX Consultant – maps the business need to a business case for conversational AI. Project Manager – aligns all resources (CX Design, Engineering, IT, QA) to deploy solutions quickly. CX Insights Manager – performs ongoing monitoring and analysis of data and recordings/transcripts. CX Consultant.

Self service 40

Self service Virtual Agent Contact Center Engineering 40

AWS Machine Learning

FEBRUARY 29, 2024

AI’s growing influence in large organizations brings crucial challenges in managing AI platforms. These include a fully managed AI development environment with an integrated development environment (IDE), simplifying the end-to-end ML workflow.

APIs 93

APIs Construction Transportation Analytics 93

AWS Machine Learning

FEBRUARY 19, 2024

An asynchronous API and Amazon OpenSearch Service connector make it easy to integrate the model into your neural search applications. Before you can write scripts that use the Amazon Bedrock API, you need to install the appropriate version of the AWS SDK in your environment. The vectors power speedy, accurate search experiences.

Scripts 93

Scripts APIs Entertainment Engineering 93

AWS Machine Learning

NOVEMBER 1, 2022

A Studio domain managed policy attached to the AWS Identity and Access Management (IAM) execution role. For instructions on assigning permissions to the role, refer to Amazon SageMaker API Permissions: Actions, Permissions, and Resources Reference. Create a healthcare folder in the bucket you named via your AWS CDK script.

Engineering 91

Engineering APIs Accountability industry solution 91

NobelBiz

JUNE 26, 2023

Managing a call center goes beyond delivering exceptional customer service. The reliability and performance of these devices are crucial, as they need to handle the demands of running multiple applications, accessing databases, and managing numerous communication channels concurrently.

Call Center 52

Call Center Interactive Voice Response call center software CRM 52

pindrop

OCTOBER 21, 2021

Process Automation – Intelligent call routing, intelligent scripting and unification of desktop across applications to improve agent efficiency. Goal: Leverage AI, smart workflow management tools and analytics to unburden agents. Improve CX - Customer Oriented Elements. Vulnerable channels such as the IVR need more protection.

Contact Center 57

Contact Center Interactive Voice Response Self service Call Center 57

AWS Machine Learning

MAY 22, 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 through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Scripts 104

Scripts Engineering Accountability APIs 104

AWS Machine Learning

JUNE 27, 2023

When machine learning (ML) models are deployed into production and employed to drive business decisions, the challenge often lies in the operation and management of multiple models. That is where Provectus , an AWS Premier Consulting Partner with competencies in Machine Learning, Data & Analytics, and DevOps, stepped in.

Engineering 91

Engineering APIs Scripts Entertainment 91

AWS Machine Learning

MARCH 22, 2023

An AWS account with permissions to create AWS Identity and Access Management (IAM) policies and roles. Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. An IAM role used for Studio with permissions to create and update secrets in AWS Secrets Manager.

APIs 79

APIs Engineering Analytics Scripts 79

Pointillist

JULY 25, 2018

The Champion may or may not be the Project Manager (if not, then make sure to recruit an experienced project manager to organize the project and keep everything on track!). Estimate project duration by speaking with the vendors you have shortlisted and any industry consultants/analysts who may be advising you.

Analytics 43

Analytics Metrics Government Journey mapping 43

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 96

Analytics APIs Engineering Construction 96

AWS Machine Learning

MAY 3, 2023

This post mainly covers the second use case by presenting how to back up and recover users’ work when the user and space profiles are deleted and recreated, but we also provide the Python script to support the first use case. The function updates the user table and appends items in the history table in Amazon DynamoDB. Git installed.

Scripts 59

Scripts APIs Accountability Engineering 59

AWS Machine Learning

JANUARY 11, 2023

In this post, we present a prototype AWS architecture that ingests our news feeds using RD Libraries and enhances them with machine learning (ML) model predictions using Amazon SageMaker , a fully managed ML service from AWS. In this prototype, we follow a fully automated provisioning methodology in accordance with IaC best practices.

Scripts 65

Scripts Finance Enterprise Engineering 65

AWS Machine Learning

MARCH 19, 2024

Workers gain productivity through AI-generated insights, engineers can proactively detect anomalies, supply chain managers optimize inventories, and plant leadership makes informed, data-driven decisions. The user can use the Amazon Recognition DetectText API to extract text data from these images.

Construction 109

Construction Scripts APIs Enterprise 109

AWS Machine Learning

NOVEMBER 14, 2023

The solution also uses Amazon Bedrock , a fully managed service that makes foundation models (FMs) from Amazon and third-party model providers accessible through the AWS Management Console and APIs. For this post, we use the Amazon Bedrock API via the AWS SDK for Python. import boto3 import json bedrock = boto3.client(

APIs 104

APIs Engineering Scripts Education 104

AWS Machine Learning

NOVEMBER 1, 2023

However, like other nascent technologies, obstacles remain in managing model intricacy, harmonizing diverse modalities, and formulating uniform evaluation metrics. The TGI framework underpins the model inference layer, providing RESTful APIs for robust integration and effortless accessibility.

APIs 88

APIs Engineering Construction Scripts 88