AWS Machine Learning

SEPTEMBER 7, 2023

In this post, we provide some best practices to maximize the value of SageMaker Pipelines and make the development experience seamless. Best practices for SageMaker Pipelines In this section, we discuss some best practices that can be followed while designing workflows using SageMaker Pipelines.

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Totango

JUNE 24, 2022

SaaS technology and supporting apps should be used to implement a data-driven approach to customer success, automate best practices, monitor results, and manage performance. To achieve performance goals, best practices should be defined and automated for each customer journey stage. Here are five keys to doing it right.

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AWS Machine Learning

JANUARY 24, 2025

To mitigate these risks, implement best practices like multi-factor authentication (MFA), rate limiting, secure session management, automatic session timeouts, and regular token rotation. Untrusted or unverified third-party plugins could introduce backdoors or vulnerabilities in the form of unexpected code.

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Callminer

AUGUST 1, 2017

Reduced Queue wait time : This can be done by having a strong dialer that can reroute calls to different agent groups. Rerouting the calls to the Campaign B agent group improves efficiency. If all these points mentioned above are practiced, the contact center will have a great track record with their clients and agents alike.

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ShepHyken

JULY 5, 2019

Just like any forum, the online world has its own codes, best practices, and of course, language – one that is imperative to know in our digital age. Regardless of the channels and formats you use, here are a handful of best practices to communicate effectively with your clients online. Do you speak Internet?

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AWS Machine Learning

NOVEMBER 14, 2024

It also helps achieve data, project, and team isolation while supporting software development lifecycle best practices. The MLE is notified to set up a model group for new model development. The MLE creates the necessary infrastructure pipeline to set up a new model group.

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AWS Machine Learning

OCTOBER 2, 2024

This two-part series explores best practices for building generative AI applications using Amazon Bedrock Agents. It’s also a best practice to collect any extra information that would be shared with the agent in a production system. The same advice is valid when defining the functions of your action groups.

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AWS Machine Learning

MARCH 6, 2023

In this post, we dive into tips and best practices for successful LLM training on Amazon SageMaker Training. The post covers all the phases of an LLM training workload and describes associated infrastructure features and best practices. Some of the best practices in this post refer specifically to ml.p4d.24xlarge

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NobelBiz

MAY 9, 2023

Use Case: The Automatic Preview Dialer is highly versatile, adding time efficiency to complex campaigns where agents need to review client data before the call, take notes, personalize scripts, and so on. It then delivers connects / “Hellos” to a single agent or group of agents in a pre-determined algorithm.

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AWS Machine Learning

NOVEMBER 15, 2024

For early detection, implement custom testing scripts that run toxicity evaluations on new data and model outputs continuously. Integrating scheduled toxicity assessments and custom testing scripts into your development pipeline helps you continuously monitor and adjust model behavior.

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AWS Machine Learning

JANUARY 10, 2023

This post describes the best practices for load testing a SageMaker endpoint to find the right configuration for the number of instances and size. Note that the model container also includes any custom inference code or scripts that you have passed for inference. The Locust UI is accessible via port 8089.

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AWS Machine Learning

JULY 11, 2024

This solution uses Retrieval Augmented Generation (RAG) to ensure the generated scripts adhere to organizational needs and industry standards. In this blog post, we explore how Agents for Amazon Bedrock can be used to generate customized, organization standards-compliant IaC scripts directly from uploaded architecture diagrams.

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Outsource Consultants

JANUARY 16, 2025

At Outsource Consultants, we’ve seen firsthand how implementing contact center quality assurance best practices can transform customer experiences and drive business success — from security to seasonal industries to strategic call center KPI achievement. Additionally, involve customers in defining quality.

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Outsource Consultants

JANUARY 24, 2025

This blog post explores the key components, best practices, and cutting-edge technologies that drive effective quality monitoring in contact centers. Agent Evaluation Scorecards Agent evaluation scorecards assess customer interactions based on key criteria such as: Adherence to scripts and compliance guidelines.

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CCNG

JUNE 5, 2024

The NPS concept attempts to separate your customers into two groups: those who are your critics and those who are your fans. The NPS tool attempts to get around this by grouping responses into categories, so it can still provide useful data. It is called the “Net Promoter Score”, or NPS.

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aircall

MARCH 17, 2016

Improving performance management and training best practices in the call center is key to keeping your customers happy. Call center agent training best practices: Here are 20 actionable call center agent training tips and best practices you can use starting today: 1.Empower Empower your agents.

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Global Response

MARCH 27, 2024

An effective call center script balances consistent service quality with personalized customer interactions. The script should serve as a guide rather than a rigid framework. While customer service scripts are incredibly useful and beneficial, they can also be challenging to create. Understand customer needs and expectations.

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AWS Machine Learning

NOVEMBER 9, 2023

client("sagemaker") create_model_package_group_response = sm_client.create_model_package_group( ModelPackageGroupName=model_package_group_name, ModelPackageGroupDescription="Cross account model package group for mammo severity model", ) print('ModelPackageGroup Arn : {}'.format(create_model_package_group_response['ModelPackageGroupArn']))

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AWS Machine Learning

FEBRUARY 8, 2024

Action groups are a set of APIs and corresponding business logic, whose OpenAPI schema is defined as JSON files stored in Amazon Simple Storage Service (Amazon S3). Each action group can specify one or more API paths, whose business logic is run through the AWS Lambda function associated with the action group.

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AWS Machine Learning

FEBRUARY 29, 2024

You can then iterate on preprocessing, training, and evaluation scripts, as well as configuration choices. framework/createmodel/ – This directory contains a Python script that creates a SageMaker model object based on model artifacts from a SageMaker Pipelines training step. script is used by pipeline_service.py The model_unit.py

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Balto

JUNE 23, 2022

“The anti-script doesn’t mean that you should wing it on every call… what anti-script means is, think about a physical paper script and an agent who is reading it off word for word… you’re taking the most powerful part of the human out of the human.” Share on Twitter. Share on Facebook.

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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. SageMaker takes your script, copies your data from Amazon Simple Storage Service (Amazon S3), and then pulls a processing container.

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TechSee

OCTOBER 10, 2019

The traditional contact center – with agents in cubicles following scripts and rushing to meet individual KPIs – will soon be a thing of the past. Group effort. Collect team feedback: Brainstorming sessions and focus groups can surface any barriers to cooperation and help smooth the way toward a collaborative culture.

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Balto

JUNE 13, 2022

Call scripts are used in contact centers of all shapes and sizes — across the industry, they are considered an easy way to help ensure all of a contact center’s agents are driving calls to the same goals. But if you manage a center with hundreds or thousands of agents, then trying to keep everyone on the same script is challenging at best.

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Comm100

OCTOBER 30, 2017

In an effort to help address some of these gaps, I have prepared a list of some of the common issues I’ve come across over my years in the industry, as well as some best practice tips and suggestions on how to resolve these problems. Free Download] 120+ Ready-to-Use Live Chat Scripts for Both Sales and Customer Service.

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AWS Machine Learning

JULY 17, 2024

This post shows how to use AWS generative artificial intelligence (AI) services , like Amazon Q Business , with AWS Support cases, AWS Trusted Advisor , and AWS Health data to derive actionable insights based on common patterns, issues, and resolutions while using the AWS recommendations and best practices enabled by support data.

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Callminer

FEBRUARY 4, 2021

Eric Sachs is the CEO at Sachs Marketing Group. People need help, so ensuring that your contact center can provide that to the best of your ability during these trying times is critical to ensure customers don’t lose faith in your services, products or brand. Eric Sachs. Sachs_Marketing. First, know your audience.

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Fonolo

JANUARY 31, 2023

Read on for our complete guide, where we’ll explore all the best practices. Include workshops and group activities as much as possible! Host training sessions regularly for all agents The first thing to have in your plan is a regular, formal, group training session for employees. What is Call Center Training? Act it out.

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Quiq

DECEMBER 22, 2021

We’ve created a best practices guide to help you embark on your business messaging initiative. Continue reading for business messaging best practices. Some businesses write chatbot scripts to be overly formal: avoiding contractions, using proper English, and completing their thought in one long sentence.

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aircall

JANUARY 29, 2021

Practice reciting scripts out loud in a natural way so they don’t sound rehearsed. Practice with digital tools such as pulling up CRM information and other customer account data. The post Call Center Training: Best Practices for Support Agent Training appeared first on Aircall Blog.

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TechSee

SEPTEMBER 29, 2020

According to research and consulting firm Service Quality Measurement Group, for every 1% improvement in FCR, a call center reduces its operating costs by 1%. Ensure new hires are crystal clear on best practices and ideal workflows so they can do their jobs efficiently and limit the number of escalated issues – reducing cost per call.

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AWS Machine Learning

APRIL 22, 2024

To achieve this multi-user environment, you can take advantage of Linux’s user and group mechanism and statically create multiple users on each instance through lifecycle scripts. With the directory service, you can centrally maintain users and groups, and their permissions.

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Balto

JULY 7, 2022

When agents intentionally go off script, it’s because they are improvising to get a better call outcome and should be encouraged. In 2022, we published our findings on why agents intentionally go off their scripts. Why Agents Go Off Script. Figure 3: Why do agents go off script? Key Takeaways.

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AWS Machine Learning

NOVEMBER 16, 2022

In this post, we discuss some of the newer cross-account features to Amazon SageMaker that allow you to better share and manage model groups as well as manage model versions. Some things to note in the preceding architecture: Accounts follow a principle of least privilege to follow security best practices. Solution overview.

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AWS Machine Learning

NOVEMBER 15, 2023

If you don’t want to change the quota, you can simply modify the value of the MAX_PARALLEL_JOBS variable in the script (for example, to 5). Analyze the results and deploy the best-performing model. Training script template The AutoML workflow in this post is based on scikit-learn preprocessing pipelines and algorithms.

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AWS Machine Learning

MARCH 27, 2025

The following is the code to parse the output: # This python script parses LLM output into a comma separated list with the SupportID, Category, Reason # Command line is python parse_llm_putput.py Customer: "Is there a way to create custom notification templates for different user groups? 3: print("Command line error parse_llm_output.py

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AWS Machine Learning

SEPTEMBER 11, 2023

IaC ensures that customer infrastructure and services are consistent, scalable, and reproducible while following best practices in the area of development operations (DevOps). The solution will use Terraform to create: A VPC with subnets, security groups, as well as VPC endpoints to support VPC only mode for the SageMaker Domain.

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