AWS Machine Learning

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. Business intelligence (BI) and analytics.

Analytics 97

Analytics Engineering Metrics APIs 97

AWS Machine Learning

JANUARY 13, 2023

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at a single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository. and data_loader.py

Analytics 100

Analytics Healthcare Scripts Accountability 100

AWS Machine Learning

JUNE 19, 2024

The Slack application sends the event to Amazon API Gateway , which is used in the event subscription. API Gateway forwards the event to an AWS Lambda function. Toggle Enable Events on. The event subscription should get automatically verified. Choose Save Changes. The integration is now complete.

APIs 107

APIs Engineering Accountability Big data 107

AWS Machine Learning

AUGUST 4, 2022

The results data from these jobs are stored in the Amazon S3 analytics layer. The Amazon S3 analytics layer is used to store the data that is used by the ML models for training purposes. We receive a notification any time an offer change happens, which adds up to several million events per month over all our customers’ products.

Scripts 126

Scripts Advertising Engineering Analytics 126

AWS Machine Learning

SEPTEMBER 7, 2023

You can then use a script (process.py) to work on a specific portion of the data based on the instance number and the corresponding element in the list of items. Start with the following code: %%writefile lambdafunc.py Start with the following code: %%writefile lambdafunc.py 1", instance_type="ml.m5.xlarge",

Best practices 126

Best practices Scripts Construction APIs 126

JustCall

JULY 2, 2024

Effective sales scripts tailored for various customer interactions can guide conversations to successful outcomes. This article provides ten car sales script samples that harness the power of persuasive dialogue to boost your sales performance with JustCall. 20 Car Sales Scripts Need to rev up your sales conversations?

Scripts 52

Scripts Sales Finance Automotive 52

AWS Machine Learning

JULY 17, 2024

Create the Amazon Q Business application, the data source, and required components using deployment scripts. Navigate to the repository directory and run the deployment script, providing the required inputs when prompted. The deployment steps are fully automated using a shell script. Test the solution through chat.

Scripts 127

Scripts APIs Enterprise Accountability 127

Spearline

JULY 21, 2022

Consequently, no other testing solution can provide the range and depth of testing metrics and analytics. Flip the script With testingRTC, you only need to write scripts once, you can then run them multiple times and scale them up or down as you see fit. Happy days! You can check framerate information for video here too.

Scripts 98

Scripts APIs Metrics Analytics 98

AWS Machine Learning

AUGUST 7, 2024

Because the automation takes care of repetitive analytics tasks, technical resources can focus on relentlessly improving the quality and thoroughness of the MLOps pipeline to improve compliance posture, and make sure checks are performing as expected. We now explore this script in more detail.

Government 118

Government Benchmark Scripts Enterprise 118

DMG Consulting

JANUARY 24, 2023

Interaction Analytics Helps Companies Hear their Customers View this article on the publisher’s website. INTERACTION analytics (IA) is a must-have solution for enterprises that want to understand and enhance their customer experience. Interaction analytics is the only application that can provide this range of information.

Analytics 62

Analytics Enterprise Contact Center Quality management 62

Tethr

JULY 12, 2018

At the recent CUSTOMER CONTACT WEEK event in Las Vegas, nearly every potential customer we spoke to seemed to be very focused on a handful of speech analytics features—but, when pressed, often had a hard time explaining why those features were necessary to deliver business value. The clearest example of this is “real-time analytics.”

Analytics 48

Analytics Scripts Sales Marketing 48

AWS Machine Learning

JULY 29, 2022

This is the second part of a series that showcases the machine learning (ML) lifecycle with a data mesh design pattern for a large enterprise with multiple lines of business (LOBs) and a Center of Excellence (CoE) for analytics and ML. In this post, we address the analytics and ML platform team as a consumer in the data mesh.

Scripts 100

Scripts Analytics Accountability Engineering 100

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. When defined events occur, EventBridge can invoke a pipeline to run in response.

Management 134

Management APIs Engineering Government 134

AWS Machine Learning

SEPTEMBER 12, 2023

The Github merge event triggers our Jenkins CI pipeline, which in turn starts a SageMaker Pipelines job with test data. This merge event now triggers a SageMaker Pipelines job using production data for training purposes. This acts as a test to make sure that codes are running as expected. Use Version 2.x

Management 130

Management APIs CRM Metrics 130

AWS Machine Learning

FEBRUARY 27, 2024

Apply the trained model to make predictions of future events. If discrepancies arise, a business logic within the postprocessing script assesses whether retraining the model is necessary. Pavel Maslov is a Senior DevOps and ML engineer in the Analytic Platforms team. The pipeline is scheduled to run at regular intervals.

Best practices 138

Best practices Engineering Scripts Analytics 138

CSM Magazine

MARCH 24, 2025

In the same spirit, cloud computing is often the backbone of AI applications, advanced analytics, and data-heavy systems. A Harvard Business Review study found that companies using big data analytics increased profitability by 8%. Do you need continuous scaling, advanced analytics, or specific compliance standards?

Best practices 52

Best practices Analytics Finance Big data 52

AWS Machine Learning

JULY 25, 2024

SharePoint Sever and SharePoint Online contain pages, files, attachments, links, events, and comments that can be crawled by Amazon Q SharePoint connectors for SharePoint Server and SharePoint Online. You need a Microsoft Windows instance to run PowerShell scripts and commands with PowerShell 7.4.1+.

Scripts 119

Scripts APIs Engineering Enterprise 119

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. Solution overview.

Scripts 98

Scripts Engineering APIs Consulting 98

AWS Machine Learning

APRIL 25, 2024

You use the same script for downloading the model file when creating the SageMaker endpoint. These services are designed for scalability, event-driven architectures, and efficient resource utilization. He has also developed the advanced analytics platform as a part of the digital transformation journey.

Scripts 122

Scripts Analytics Accountability Sales 122

AWS Machine Learning

JANUARY 30, 2024

Via Amazon S3 Event Notifications , an event is put in an Amazon Simple Queue Service (Amazon SQS) queue. This event in the SQS queue acts as a trigger to run the OSI pipeline, which in turn ingests the data (JSON file) as documents into the OpenSearch Serverless index. script with llava_inference.py , and create a model.tar.gz

Scripts 132

Scripts Enterprise Analytics APIs 132

iCiDIGITAL

JUNE 20, 2018

Analytics implementations can be difficult to develop and maintain without the proper tools. Some businesses try to implement analytics calls on individual buttons or other user behaviors in their frontend codebase. Calls to Launch are fired based on business rules, navigation events, and known data about a user.

Analytics 40

Analytics Scripts Advertising APIs 40

Call Journey

JUNE 23, 2019

It’s a busy month of June for Call Journey, the leading pioneer in Conversation Analytics, as it takes part in another headliner contact center event of the year. This time, the team heads to the city of lights, Las Vegas, for the 20th anniversary of Customer Contact Week (CCW), the world’s largest customer contact event!

Upselling 40

Upselling Engineering Analytics Scripts 40

Call Journey

JUNE 23, 2019

It’s a busy month of June for Call Journey, the leading pioneer in Conversation Analytics, as it takes part in another headliner contact center event of the year. This time, the team heads to the city of lights, Las Vegas, for the 20th anniversary of Customer Contact Week (CCW), the world’s largest customer contact event!

Upselling 40

Upselling Engineering Analytics Scripts 40

AWS Machine Learning

JULY 14, 2022

In many of these scenarios, the effectiveness and benefits derived from these ML-powered solutions can be further enhanced when they can process and derive insights from data events in near-real time. We use S3 event notifications to run an AWS Lambda function to invoke a SageMaker asynchronous inference endpoint.

Engineering 98

Engineering Scripts APIs Finance 98

Balto

JANUARY 14, 2025

In todays customer-first world, monitoring and improving call center performance through analytics is no longer a luxuryits a necessity. Utilizing call center analytics software is crucial for improving operational efficiency and enhancing customer experience. What Are Call Center Analytics?

Call Center 52

Call Center Analytics Average Handle Time Big data 52

AWS Machine Learning

MARCH 19, 2024

However, complex NLQs, such as time series data processing, multi-level aggregation, and pivot or joint table operations, may yield inconsistent Python script accuracy with a zero-shot prompt. The app will answer your question, and will also show the Python script of data analysis it performed to generate such results. setup.sh. (a

Construction 137

Construction Scripts APIs Enterprise 137

AWS Machine Learning

SEPTEMBER 11, 2024

Event management By monitoring systems and analyzing patterns in performance data, an AI model can predict issues before they cause outages or degraded service. One area this could help in is script code generation for repetitive automation processes.

Technology 94

Technology Engineering contact center solutions Scripts 94

AWS Machine Learning

FEBRUARY 13, 2024

For example, the analytics team may curate features like customer profile, transaction history, and product catalogs in a central management account. Audit trail for compliance – Administrators can monitor feature usage by all accounts centrally using CloudTrail event logs. Audit logs provide centralized visibility into feature usage.

Accountability 129

Accountability Government Engineering Scripts 129

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

APRIL 5, 2024

This analytical model provides accurate estimates of land surface temperature (LST) at a granular level, allowing Gramener to quantify changes in the UHI effect based on parameters (names of indexes and data used). The following example shows how a Python script is run on the processing job cluster.

APIs 134

APIs Engineering Analytics Healthcare 134

AWS Machine Learning

OCTOBER 10, 2023

FL increases the amount of data available for training ML models, especially data associated with rare and new events, resulting in a more general ML model. Federated analytics – Federated analytics provides statistical measurements of distributed datasets without violating privacy requirements.

Healthcare 120

Healthcare Telecommunications Analytics Wireless 120

Calabrio

FEBRUARY 25, 2025

Here are some of the things theyve had to say: The support staff has been less than stellar The training provided to support the back end such as script building and maintenance wasn’t sufficient. NICE customers have regularly reported issues with support, during the implementation process and beyond.

Management 52

Management contact center workforce Schedule adherence Contact Center 52

AWS Machine Learning

JANUARY 6, 2023

This event frequently occurs in video streaming platforms that constantly purchase a variety of content from multiple vendors and production companies for a limited time. 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.

Entertainment 101

Entertainment APIs Scripts Analytics 101

Enghouse Interactive

OCTOBER 13, 2020

A typical example would be to use that extracted insight to interface with an associated knowledge base and then recommend a process, script, or document to help deal with the situation or need at hand. The Promise: With context, AI seeks to improve – more quickly than ever.

Scripts 96

Scripts Interactive Voice Response Analytics Contact Center 96

AWS Machine Learning

JULY 27, 2022

You can either use the export feature in Data Wrangler to generate the Pipelines code, or build your own script from scratch. At a high level, the following are the steps to build and run the Pipelines workflow: Generate a flow file from Data Wrangler or use the setup script to generate a flow file from a preconfigured template.

Scripts 98

Scripts Engineering Enterprise Management 98

AWS Machine Learning

MAY 30, 2024

The company’s Data & Analytics team regularly receives client requests for unique reports, metrics, or insights, which require custom development. A user sends a question (NLQ) as a JSON event. A lightweight approach was taken to quickly build the required technical and business catalogs using custom scripts. versions).

Real estate 130

Real estate APIs Metrics Construction 130

Fonolo

NOVEMBER 11, 2022

Since you’re here, you can enjoy an appetizer before the main event. Analytics will be key to this process and will help call center leaders know what’s working, what’s not, and where adjustments are needed. . Predictive analytics help with staffing and can track and record how things like product rollouts affect call volume. .

Contact Center 87

Contact Center Interactive Voice Response Self service Call Center 87