AWS Machine Learning

DECEMBER 1, 2022

For example, you may want to parameterize the dataset location or the hyperparameters of your model so that you can reuse the same notebook for many distinct model trainings. You can also specify environment variables or startup scripts to customize your notebook run environment. Example use case. Parameterize cells.

Engineering 71

Engineering Telecommunications Scripts Best practices 71

Nexmo

FEBRUARY 14, 2020

In this tutorial, we’ll use a Nexmo Voice number to create a callback script that interacts with a caller to prompt for a voice message. In this example the following are needed: PHP installed locally (version 7.3+ In this example the following are needed: PHP installed locally (version 7.3+ Prerequisites. preferred).

Scripts 120

Scripts Accountability APIs Management 120

AWS Machine Learning

DECEMBER 1, 2022

As an example, your organization may want to separate your financial line of business from the sustainability research division, as shown in the following multi-domain console. As an example, an administrator can attach a cost allocation tag for the sagemaker:domain-arn tag. experiments=`aws --region $REGION. add-tags.

APIs 65

APIs Engineering Scripts Accountability 65

AWS Machine Learning

JUNE 28, 2022

For example, the total electricity consumption for a single household is a univariate time series over a period of time. For example, the total electricity consumption of 10 different (but correlated) households in a single neighborhood make up a multi-variate time series dataset.

Metrics 76

Metrics Healthcare Accountability Transportation 76

AWS Machine Learning

JUNE 15, 2022

For custom visualizations and transforms, Data Wrangler now provides example code snippets for common types of visualizations and transforms. Using example Code Snippet for EDA in Data Wrangler. Expand Search example snippets and choose Drop all columns except several. Solution overview. We need to drop the other six columns.

Engineering 70

Engineering Enterprise Advertising Scripts 70

AWS Machine Learning

AUGUST 9, 2022

All code used in this example can be found in the GitHub repository. Before you proceed, make sure that the IAM role that you’re using has a trust policy with CodeBuild: { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Principal": { "Service": [ "codebuild.amazonaws.com" ] }, "Action": "sts:AssumeRole" } ] }.

Transportation 71

Transportation Scripts outsourcing Enterprise 71

AWS Machine Learning

AUGUST 4, 2023

Although we use a specific algorithm to train the model in our example, you can use any algorithm that you find appropriate for your use case. The following screenshot shows the example user profile for this post. Enter the following script in the editor, providing the ARN for the secret you created earlier: #!/bin/bash

APIs 77

APIs Scripts Management Accountability 77

AWS Machine Learning

MAY 5, 2023

Specifically, we use the example of architecture diagrams for complex images due to their incorporation of numerous different visual icons and text. For example, if a user tried to search for a specific type of blue bottle, results of many different types of blue bottles will be displayed.

Engineering 100

Engineering APIs Scripts Enterprise 100

Callminer

AUGUST 1, 2017

Source: Human Resource Management; Issue: 51(4); 2012; Pages 535-548. Example: Campaign A has a high call volume but campaign B has less calls and the agents that are assigned campaign B are not busy. Interactive agent scripts from Zingtree solve this problem. Bill Dettering. This is even more critical for BPOs. Jeff Greenfield.

Contact Center 334

Contact Center Call Center Average Handle Time Real estate 334

CSM Magazine

JUNE 12, 2020

3 For example, a critical role of the Chief Executive Officer is to manage and shape relationships to ensure that products and services remain viable. From multilingual programming to natural language capabilities, chatbots (‘bots’) are quickly moving beyond today’s stilted scripts and limited interactive proficiencies.

Customer Service 52

Customer Service Omni-channel support Virtual Agent Chatbots 52

Comm100

NOVEMBER 3, 2016

For live chat support, check that all agents know the most efficient and effective ways to use software and interfaces (For example, test your agents on relevant shortcuts). For example, are you getting a lot of questions about your holiday shipping options? Free Download] Live Chat Scripts to Make Stellar Agents.

Wait times 45

Wait times Advertising Entertainment Self service 45

Balto

FEBRUARY 6, 2023

When I worked in service roles, I had a script, and I knew what I had to do to have a successful social interaction with a customer. This helped me build confidence through a body of evidence — you use your script correctly as a waitress and you get a dopamine hit in the form of a tip. 2012, December 20). 2022, June 23).

Contact Center 52

Contact Center Coaching Surveys Scripts 52

C3Centricity

NOVEMBER 15, 2015

Amongst the most popular talks on the topic of storytelling, “ The Clue to a great story ” was given in February 2012 by Andrew Stanton. Well-known examples of heroes include Cinderella or the lovable WALL-E in the film of the same name. Or do you have other great examples to share? SOURCE: CopyPress. Do they work?

Scripts 48

Scripts Airlines Finance Marketing 48

AWS Machine Learning

JUNE 29, 2022

Version":"2012-10-17", "Statement":[. { "Sid": "VisualEditor0", "Effect":"Allow", "Action":[. Because the customization depends on your use case and requirements, we show you the essentials and the most common customizations in this example. You can use the sample script create-and-update-image.sh.

Analytics 74

Analytics Scripts Management Engineering 74

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 119

Scripts APIs Engineering Construction 119

AWS Machine Learning

APRIL 23, 2024

You can run the script by choosing Run in Code Editor or using the CLI in a JupyterLab terminal. For example, DLC-based framework images are Ubuntu based, in which the following instructions would work. LCCs are scripts that SageMaker runs during events like space creation.

Scripts 92

Scripts APIs Engineering Feedback 92

AWS Machine Learning

AUGUST 22, 2023

Native support for distributed training is offered through the Amazon SageMaker SDK, along with example notebooks in popular frameworks. Local models in different training sessions will be aggregated (for example, model weight aggregation) into a global model during the training process.

Scripts 71

Scripts Accountability Transportation Benchmark 71

Comm100

APRIL 8, 2016

For example, you may think that you should be reaching your customers through Pinterest because that’s what your competitors are doing. Think about how little changes to your customer service plans (tweaks like proactive customer service, scripts and promotions) can optimize their consumer experience.

Customer Service 42

Customer Service Advertising Call Center Scripts 42

Balto

AUGUST 3, 2022

For example, studies show that: Customers who had a bad customer service interaction are 50% more likely to share it on social media than those who had a good experience. Our recent Script Adherence report unearthed a similar finding: the agent experience, for the most part, is universal, and only varies slightly based on company size.

Contact Center 52

Contact Center Interactive Voice Response Surveys Self service 52

AWS Machine Learning

MAY 8, 2023

We provide examples demonstrating experiment tracking and using the model registry with MLflow from SageMaker training jobs and Studio, respectively, in the provided notebook. The following code is an example of the buildspec.yaml file: version: "1.0" How to use MLflow as a centralized repository in a multi-account setup.

APIs 70

APIs Government Accountability Scripts 70

AWS Machine Learning

MARCH 7, 2023

A public GitHub repo provides hands-on examples for each of the presented approaches. When you open a notebook in Studio, you are prompted to set up your environment by choosing a SageMaker image, a kernel, an instance type, and, optionally, a lifecycle configuration script that runs on image startup. Define a Dockerfile.

Management 74

Management Scripts Government Engineering 74

Comm100

OCTOBER 30, 2017

Free Download] 120+ Ready-to-Use Live Chat Scripts for Both Sales and Customer Service. The downloadable contains scripts for all kinds of scenarios, ranging from greetings to collecting personal information, and can help your live chat team deliver more efficient, quality support immediately.

Best practices 45

Best practices Contact Center Management outsourcing 45

AWS Machine Learning

JUNE 6, 2023

support is not limited to the services and compute shown in example use-case in this post; it extends to many others on AWS, which we discuss in this section. Run your DLC container with a model training script to fine-tune the RoBERTa model. In this example, we host a single model. Refer to Optimized PyTorch 2.0

Scripts 69

Scripts APIs Benchmark Management 69

AWS Machine Learning

AUGUST 17, 2023

Prerequisites To continue with the examples in this post, you need to create the required AWS resources. In the Spark script, use the system executable command to run pip install , install this library in your local environment, and get the local path of the JAR file dependency.

APIs 73

APIs Engineering Scripts Analytics 73

AWS Machine Learning

APRIL 16, 2024

For example, you can visually explore data sources like databases, tables, and schemas directly from your JupyterLab ecosystem. Instructions – This section should define task boundaries and domain awareness for the model, and may include few-shot examples to guide the model in generating finely tuned SQL queries.

Airlines 86

Airlines Management Engineering Accountability 86

AWS Machine Learning

DECEMBER 14, 2023

It’s important to note that creating a Space requires updating the SageMaker domain execution role with a policy like the following example. This setup enables you to centrally store notebooks, scripts, and other project files, accessible across all your SageMaker Studio sessions and instances.

APIs 95

APIs Engineering Management Scripts 95

AWS Machine Learning

SEPTEMBER 7, 2023

We also discuss some common design scenarios and patterns when building SageMaker Pipelines and provide examples for addressing them. In this post, we provide some best practices to maximize the value of SageMaker Pipelines and make the development experience seamless. Start with the following code: %%writefile lambdafunc.py

Best practices 90

Best practices Scripts Construction APIs 90