AWS Machine Learning

DECEMBER 7, 2022

This post shows how Amazon SageMaker enables you to not only bring your own model algorithm using script mode, but also use the built-in HPO algorithm. We walk through the following steps: Use SageMaker script mode to bring our own model on top of an AWS-managed container. Solution overview. Find the metric in CloudWatch Logs.

Scripts 93

Scripts Metrics Healthcare Accountability 93

ShepHyken

JUNE 22, 2016

The Wikipedia definition says that improvisational acting is a form of theater where most or all of what is performed is created at the moment it is performed. In other words, there isn’t a script. He shared an interesting lesson that he learned from studying and performing the art of improvisational acting.

Wireless 212

Wireless CRM Scripts Education 212

AWS Machine Learning

MARCH 15, 2023

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. The SageMaker Processing job sets up your processing image using a Docker container entrypoint script.

Scripts 142

Scripts APIs Engineering Construction 142

Callminer

JULY 30, 2020

For example, say something like, “I will definitely help you with renewal,” not “We will look into that.”. While sticking to set scripts can be helpful, being genuinely concerned with solving customer concerns helps customers feel valued. They use canned, scripted responses that lack sincerity. Shem Mandajos. HealthMarkets.

Call Center 265

Call Center Customer Service Scripts Coaching 265

JustCall

NOVEMBER 6, 2019

This plan can be made using structured cold calling scripts. Cold calling scripts can help you keep the conversation going with a prospect without worrying about pauses in the conversation. Thus, using cold calling scripts can help you fill in awkward pauses in the call. . 1 For Sale by Owner Script (FSBO).

Real estate 65

Real estate Scripts Sales Brand ambassadors 65

ShepHyken

NOVEMBER 2, 2017

For example, if after your purchase your competitor sent you a thank you email with a giveaway, handy tips for the product or 10% off your next purchase with a long expiry date, it can make the customer feel valued and is a positive way to strengthen the relationship, it’s definitely worth considering for your company. Social Media.

Customer Service 192

Customer Service Advertising Scripts Feedback 192

Selmo

SEPTEMBER 29, 2022

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Scripts 130

Scripts 130

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

ShepHyken

APRIL 21, 2023

Consistent and reliable customer service definition Just what do we mean when we say “consistency in customer service?” McKinsey & Company provides a three-step comprehensive definition, which includes: Customer-journey consistency: Simply put: are your rules and procedures consistent?

Customer Service 156

Customer Service Scripts Accountability Customer Experience 156

CX Global Media

FEBRUARY 8, 2018

I can spot a script a mile away. But, people-communicating-with-people is by definition inconsistent. They want service with sprinkles…not just okay, pretty good, nothing-to-write-home-about service. As a customer with high expectations for excellence, here is my contact center wish list: Conversation, not checklist.

Contact Center 189

Contact Center Call Center Coaching Scripts 189

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). Training script template The AutoML workflow in this post is based on scikit-learn preprocessing pipelines and algorithms. Note that individual pipeline scripts are not created yet at this point.

Scripts 115

Scripts Best practices Accountability Engineering 115

AWS Machine Learning

OCTOBER 2, 2023

We can follow a simple three-step process to convert an experiment to a fully automated MLOps pipeline: Convert existing preprocessing, training, and evaluation code to command line scripts. Create a SageMaker pipeline definition to orchestrate model building. We started by creating command line scripts from the experiment code.

Scripts 120

Scripts Construction Engineering APIs 120

AWS Machine Learning

FEBRUARY 12, 2025

For this post, we use a dataset called sql-create-context , which contains samples of natural language instructions, schema definitions and the corresponding SQL query. We also included a data exploration script to analyze the length of input and output tokens. We encourage you to read this post while running the code in the notebook.

Scripts 77

Scripts Metrics Engineering Accountability 77

Callminer

NOVEMBER 25, 2019

” – Swati Sahai, The Definitive List of 27 Call Center Metrics and KPIs , Pointillist; Twitter: @PointillistView. Streamline your agents’ call scripts for better first call close results. The overarching definition of a closed record is a record that an agent / centre will not attempt to contact again.”

Best practices 182

Best practices Call Center Metrics Average Handle Time 182

Toister Performance Solutions

FEBRUARY 16, 2023

Let's start with a definition of rapport so we're all on the same page. Rapport, by definition, makes communication easy. Authentic rapport goes beyond just acting out a corporate-mandated service script. Mehrabian’s research explains why scripted rapport often falls flat. This guide can help. What is customer rapport?

Scripts 112

Scripts Wait times Personalization Customer Service 112

AWS Machine Learning

SEPTEMBER 20, 2023

Our training script uses this location to download and prepare the training data, and then train the model. With script mode, you can use the pre-built SageMaker containers and provide your own training script, which has the model definition, along with any custom libraries and dependencies. device), target.to(device)

Scripts 128

Scripts Engineering Accountability Enterprise 128

AWS Machine Learning

MAY 29, 2024

bin/bash # Set the prompt and model versions directly in the command deepspeed /root/LLaVA/llava/train/train_mem.py --deepspeed /root/LLaVA/scripts/zero2.json It sets up a SageMaker training job to run the custom training script from LLaVA. For full parameter fine-tuning, ml.p4d.24xlarge

Scripts 131

Scripts Healthcare Metrics Finance 131

Callminer

APRIL 24, 2020

In general, call center best practices include the creation of a script which recommends professional language, an upbeat tone, and key phrases to leverage. Effective training is probably the most obvious call center best practice, but it is definitely an area that could be improved on at many organizations. Avoid Negative Language.

Best practices 182

Best practices Call Center Coaching Schedule adherence 182

AWS Machine Learning

FEBRUARY 14, 2024

The lines between keypoints will be automatically drawn for the user based on a skeleton rig definition that the UI uses. For the purposes of this post, we create a labeling job using the example scripts and images provided in the repository. CD into the scripts directory in the repository.

Scripts 129

Scripts Engineering Entertainment Healthcare 129

AWS Machine Learning

MAY 31, 2023

Create a task definition to define an ML training job to be run by Amazon ECS. Now you can change this AMI ID in the CloudFormation script and use the ready-to-use Neuron SDK. We use Amazon ECR to store a custom Docker image containing our scripts and Neuron packages needed to train a model with ECS jobs running on Trn1 instances.

Scripts 100

Scripts Accountability Technology Management 100

AWS Machine Learning

JUNE 11, 2024

You also need the ML job scripts ready with a command to invoke them. In the following steps, we use a single file, train.py, as the ML job script. Extend the Neuron DLC Extend the Neuron DLC to include your ML job scripts and other necessary logic. An Amazon EKS optimized GPU AMI is recommended to use in Amazon EKS.

Scripts 123

Scripts Engineering Enterprise Management 123

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. cpu-py39-ubuntu20.04-sagemaker",

Scripts 105

Scripts APIs Metrics Best practices 105

Callminer

FEBRUARY 4, 2021

While customers definitely care for your company’s softer hand, don’t exaggerate it. If that requires specific training for your staff or changes to call scripts to further show you are there for your customers, then that should absolutely be done. Consumers will eventually worry more about the quality you offer them.

Call Center 345

Call Center Contact Center Finance Consulting 345

JustCall

MAY 12, 2021

Sales Scripts. Sales content collateral, particularly cold calling scripts , email scripts , and SMS texts are vital to sales success. Framing sales scripts may not be tough for sales agents. The post What is Sales Enablement : The Definitive Guide appeared first on Justcall Blog.

Sales 52

Sales call center software Scripts call center solutions 52

TechSee

DECEMBER 28, 2020

Likewise, agents were empowered to go above and beyond their standard scripts, using their newfound technical knowledge and skills to assist their customers. No longer viewed as telephone answerers, chat typers, or script readers, customer service agents have become strategic customer liaisons. Focus on reducing on-site support.

Technical Support 186

Technical Support Customer Service Enterprise Scripts 186

Fonolo

OCTOBER 21, 2021

Agents should exercise intuition for each unique interaction, rather than blindly following a script. I can definitely understand how frustrating this is, so let’s…”. When it comes to customer interactions, there are no one-size-fits-all solutions. Use acknowledging noises/short phrases: “mmhmm”, “okay”, or “I see.”.

Call Center 177

Call Center Contact Center Scripts Employee engagement 177

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 110

APIs Government Best practices Metrics 110

Comm100

SEPTEMBER 14, 2015

Use positive, affirmative words to describe: Definitely. Free Download] Live Chat Scripts to Make Stellar Agents. Our live chat scripts template provides you with the ready-to-use scripts that can convey positivity to customers. Download the Scripts Now. Absolutely. Understand.

Customer Service 96

Customer Service Scripts Customer Support 96

CrazyCall

JUNE 25, 2019

Call Scripts. Now you know the exact definition of prospecting, as well as, the best methods to prospect and get new clients. Use a script. While it’s not necessary, using a script will be a great idea for every new salesperson and new hires. Also, the script doesn’t mean that you have to 100% stick to it.

Sales 109

Sales Scripts B2B Analytics 109

Up Your Service

OCTOBER 19, 2015

But service standards can also be too rigid, or too scripted, and inadvertently degrade a service experience or cause damage to a service brand. But standards are tools to deliver service, and meeting those standards is not the definition of excellence in service. When you create standards, get input from real customers.

Technical Support 106

Technical Support Education Scripts Benchmark 106

Russel Lolacher

SEPTEMBER 3, 2020

10x is a common term that seems to have a few different definitions. But the definition I want to talk about is in the idea of repurposing content 10x. Blog Post – transcribe the entire video or take the existing script and reformat the text into a more conversational blog post with sub-headings. Continued Demand for Content.

Transportation 123

Transportation Education Scripts Engineering 123

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 122

Scripts Accountability Best practices Engineering 122

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 95

Scripts Engineering Enterprise Management 95

AWS Machine Learning

FEBRUARY 27, 2024

The SageMaker project template includes seed code corresponding to each step of the build and deploy pipelines (we discuss these steps in more detail later in this post) as well as the pipeline definition—the recipe for how the steps should be run. The pipeline is scheduled to run at regular intervals.

Best practices 136

Best practices Engineering Scripts Analytics 136

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. A script for transactional queries. Keep messages short and simple.

Chatbots 90

Chatbots Scripts Best practices Engineering 90

AWS Machine Learning

MAY 16, 2024

Problem definition Traditionally, the recommendation service was mainly provided by identifying the relationship between products and providing products that were highly relevant to the product selected by the customer. as the entry point script to handle invocations. Provide the inference.py

Personalization 122

Personalization APIs Scripts Technical Support 122

AWS Machine Learning

SEPTEMBER 28, 2022

A SageMaker pipeline is a series of interconnected steps defined by a JSON pipeline definition. The following diagram illustrates the different steps in the SageMaker pipeline (for a churn prediction use case) where the connections between the steps are inferred by SageMaker based on the inputs and outputs defined by the step definitions.

Scripts 91

Scripts Engineering APIs Management 91