AWS Machine Learning

DECEMBER 16, 2022

In this post, we outline the key benefits and pain points addressed by SageMaker Training Managed Warm Pools, as well as benchmarks and best practices. Guidance on what input mode to select is in the best practices section later in this post. Best practices for using warm pools. Data Input Mode.

Best practices 76

Best practices Management Engineering Benchmark 76

CrazyCall

APRIL 16, 2019

Today, we’re going to go through best practices and tips that will help you carry out the process of quality monitoring in your call center, so you can take it for granted that your agents are giving their bests while your customers are proud to be your customers! Use scripts. Yes, these awful call scripts….

Best practices 70

Best practices Call Center Scripts Customer centricity 70

AWS Machine Learning

AUGUST 19, 2022

Because many data scientists may lack experience in the acceleration training process, in this post we show you the factors that matter for fast deep learning model training and the best practices of acceleration training for TensorFlow 1.x We discuss best practices in the following areas: Accelerate training on a single instance.

Best practices 74

Best practices APIs Scripts Advertising 74

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.

Best practices 59

Best practices Call Center Calibration Coaching 59

Call Experts

APRIL 1, 2021

A Contact center depends on outstanding scripts, team-members, automations, training, and protocols. . What is a contact center script? A script’s goal is to manage the customer experience via detailed, consistent, and productive conversations. Often months beforehand, the directors send a script to their actors.

Scripts 59

Scripts Contact Center Call Center Best practices 59

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.

Scripts 124

Scripts APIs Engineering Construction 124

Callminer

FEBRUARY 4, 2021

While customers definitely care for your company’s softer hand, don’t exaggerate it. 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.

Call Center 345

Call Center Contact Center Finance Consulting 345

AWS Machine Learning

FEBRUARY 27, 2024

However, even though the pace of innovation is high, the different teams had developed their own ways of working and were in search of a new MLOps best practice. We decided to put in a joint effort to build a prototype on a best practice for MLOps. The pipeline is scheduled to run at regular intervals.

Best practices 120

Best practices Engineering Scripts Analytics 120

Callminer

MAY 11, 2020

While following best practices for hiring and training employees who are the right fit for your company is crucial, that doesn’t always mean that problems will never arise. My favorite definition of great customer experience is related to the quote, “People do not care how much you know until they know how much you care.”

Management 273

Management Customer Experience Customer Service Coaching 273

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.

Best practices 62

Best practices Call Center call center software Morale 62

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.

Scripts 95

Scripts Best practices Accountability Engineering 95

Inbenta

MARCH 20, 2020

Having a conversational chatbot using NLP technology is a very good start that will give your company a definite competitive advantage, but you also have to ensure that the interactions with your bot are qualitative and enticing for your users. Here are some tips and best practices to guide you in this delicate task.

Chatbots 90

Chatbots Scripts Best practices Engineering 90

AWS Machine Learning

OCTOBER 2, 2023

For more information about best practices, refer to the AWS re:Invent 2019 talk, Build accurate training datasets with Amazon SageMaker Ground Truth. Create a SageMaker pipeline definition to orchestrate model building. Use the scripts created in step one as part of the processing and training steps.

Scripts 102

Scripts Construction Engineering APIs 102

JustCall

DECEMBER 10, 2020

Below are 11 call center training tips and best practices to ensure your agents can deliver a positive customer experience. Call Center Agent Training Best Practices. Day 3 is practicing the scripts on the phones by calling me or my team. Ensures skillful handling of critical issues. Practise Buddy System.

Best practices 52

Best practices Call Center Sales Average Handle Time 52

AWS Machine Learning

APRIL 12, 2023

The code to invoke the pipeline script is available in the Studio notebooks, and we can change the hyperparameters and input/output when invoking the pipeline. This is quite different from our earlier method where we had all the parameters hard coded within the scripts and all the processes were inextricably linked.

Scripts 85

Scripts APIs Metrics Best practices 85

AWS Machine Learning

NOVEMBER 9, 2023

Under Advanced Project Options , for Definition , select Pipeline script from SCM. For Script Path , enter Jenkinsfile. upload_file("pipelines/train/scripts/raw_preprocess.py","mammography-severity-model/scripts/raw_preprocess.py") s3_client.Bucket(default_bucket).upload_file("pipelines/train/scripts/evaluate_model.py","mammography-severity-model/scripts/evaluate_model.py")

Scripts 109

Scripts Accountability Best practices Engineering 109

AWS Machine Learning

JUNE 4, 2024

The workflow includes the following steps: The user runs the terraform apply The Terraform local-exec provisioner is used to run a Python script that downloads the public dataset DialogSum from the Hugging Face Hub. file you have been working in and add the terraform_data resource type, uses a local provisioner to invoke your Python script.

Scripts 120

Scripts Accountability Engineering Best practices 120

Expivia

AUGUST 4, 2021

And your customer definitely hates to be on hold. Make sure you follow these call center workforce management best practices to have the right number of agents on the floor to handle calls. Customer service experience is more than just reading a script. Minimize Wait Times. Everybody hates waiting.

Interactive Voice Response 98

Interactive Voice Response Customer Service Call Center call center workforce 98

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.

Best practices 49

Best practices Contact Center Management outsourcing 49

Callminer

SEPTEMBER 14, 2020

Business analysts are involved in activities such as relationship building, process evaluation, requirements gathering, process improvement, scope definition, requirements documentation, non-technical and technical design, scope management, project support, charting future direction and road mapping.

Call Center 182

Call Center Analytics First call resolution Metrics 182

JustCall

SEPTEMBER 15, 2019

Before you implement quality assurance, you should set a proper definition of the expected outcome. Special circumstances of these outlier calls will have the professionals distracting from the script and getting exposed to the challenging and instructive situations. Set clear goals. Same applies to text queries.

Best practices 40

Best practices Customer Service Benchmark Scripts 40

AWS Machine Learning

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. Use case 2 – If you want recommendations on design best practices, look up the AWS Well-Architected Framework knowledge base (knowledge base 2). What are some S3 best practices?

APIs 82

APIs Best practices Construction Engineering 82

CallSource Insights

MARCH 6, 2019

This “fake fact” persists in the minds of folks who do not stay up-to-date in best SEO practices. Call tracking technologies, and SEO best practices have become more robust over the years, making these two work in unison much better than previously. Call Tracking & SEO: Enhancements.

Engineering 75

Engineering Scripts Best practices Advertising 75

Uniphore

JUNE 7, 2021

Steer conversations with dynamic scripting & process guidance. Definitive Guide for Agent Assist. Jacada’s Agent Assist gets it done through: Best practice reminders. What are Some Best Practices for Using Agent Assist? They will need to buy into scripting before any real analytics can begin.

Call Center 59

Call Center Scripts Average Handle Time Analytics 59

AWS Machine Learning

SEPTEMBER 18, 2023

Each stage in the ML workflow is broken into discrete steps, with its own script that takes input and output parameters. In the following code, the desired number of actors is passed in as an input argument to the script. Let’s look at sections of the scripts that perform this data preprocessing. get("OfflineStoreConfig").get("S3StorageConfig").get("ResolvedOutputS3Uri")

Scripts 109

Scripts APIs Government Construction 109

AWS Machine Learning

MAY 8, 2023

script from the following cell. While waiting for the command to finish running, you can check the scripts used in this step. While waiting for the command to finish running, you can check the scripts used in this step. This is run as part of the generate_model.sh Note that the cell takes around 30 minutes to complete. !docker

Engineering 85

Engineering APIs Best practices Scripts 85

CrazyCall

JANUARY 21, 2019

The general definition of inside sales revolves around the act of identifying, nurturing and converting leads remotely. Ken Krogue noted that in the early 2000s, inside sales became the term used to differentiate the practice from outsides sales. How inside sales differs from telemarketing: the script. Let’s dive in!

Telemarketing 87

Telemarketing Sales Scripts Gamification 87

AWS Machine Learning

NOVEMBER 15, 2024

You define a denied topic by providing a natural language definition of the topic along with a few optional example phrases of the topic. For early detection, implement custom testing scripts that run toxicity evaluations on new data and model outputs continuously.

APIs 95

APIs Government Best practices Metrics 95

LiveChat

DECEMBER 14, 2016

It’s definitely a daunting task. I’ve round up a couple of tips and best practices customer service representative should know when working in support or sales. If you’re thinking about starting working as a customer service representative, or maybe you already work in such a position, these will definitely help you out.

Customer Service 57

Customer Service Scripts Construction CRM 57

AWS Machine Learning

MAY 31, 2023

Alternatively, you can use ensemble models or business logic scripting. file in the workspace directory contains scripts to load and save a PyTorch model. The script for exporting this model can be found on the GitHub repo. !docker client("s3") # sagemaker variables role = get_execution_role() sm_client = boto3.client(service_name="sagemaker")

APIs 92

APIs Scripts Engineering Accountability 92

AWS Machine Learning

JANUARY 9, 2025

You can help secure your API Gateway REST API from common web exploits, such as SQL injection and cross-site scripting (XSS) attacks, using AWS WAF. To maximize accuracy with the Amazon Q Business custom plugin, follow the best practices for configuring OpenAPI schema definitions for custom plugins.

APIs 91

APIs Best practices Accountability Enterprise 91

AWS Machine Learning

MAY 9, 2023

For example, you can use this backend to run preprocessing and postprocessing code written in Python, or run a PyTorch Python script directly (instead of first converting it to TorchScript and then using the PyTorch backend). Running the bash script create_hf_env.sh base}/sagemaker-tritonserver:23.02-py3".format(

APIs 86

APIs Scripts Best practices Enterprise 86

AWS Machine Learning

NOVEMBER 10, 2023

We opted for providing our own Python script and using Scikit-learn as our framework. Next, prepare the training script and framework dependencies. By referencing a pre-built container image, we create a corresponding Estimator object and pass our custom training script. There is no better way of active learning.

Scripts 96

Scripts Metrics Feedback Enterprise 96

AWS Machine Learning

APRIL 16, 2024

Connection definition JSON file When connecting to different data sources in AWS Glue, you must first create a JSON file that defines the connection properties—referred to as the connection definition file. For security best practices, it’s recommended to use Secrets Manager to securely store sensitive information such as passwords.

Airlines 100

Airlines Management Engineering Accountability 100

AWS Machine Learning

DECEMBER 1, 2022

In addition to the interactive ML experience, data workers also seek solutions to run notebooks as ephemeral jobs without the need to refactor code as Python modules or learn DevOps tools and best practices to automate their deployment infrastructure. Ensure that you have validated this selection. Example use case.

Engineering 72

Engineering Telecommunications Scripts Best practices 72

AWS Machine Learning

OCTOBER 14, 2024

Simple deployment with AWS CloudFormation To deploy the solution, we provide a simple shell script called deploy.sh, which can be used to deploy the end-to-end solution in different Regions. This script can be acquired directly from Amazon S3 using aws s3 cp s3://aws-blogs-artifacts-public/artifacts/ML-16363/deploy.sh.

Chatbots 109

Chatbots APIs Engineering Healthcare 109

Totango

DECEMBER 22, 2022

But if you choose to do this, bear in mind a few best practices: Personalize Your Email — Remember who you’re sending your email to, and customize it accordingly. Customer: “Yes, a few of them definitely are.”. Write a Referral Email. Be Concise and Specific — Most people get too many emails.

Surveys 106

Surveys Feedback Scripts Best practices 106