AWS Machine Learning

NOVEMBER 16, 2022

When designing production CI/CD pipelines, AWS recommends leveraging multiple accounts to isolate resources, contain security threats and simplify billing-and data science pipelines are no different. Some things to note in the preceding architecture: Accounts follow a principle of least privilege to follow security best practices.

Accountability 82

Accountability Best practices Scripts Engineering 82

SharpenCX

MAY 26, 2021

It was the small business feel that kept accounts with Dunder Mifflin. Your Step-By-Step Guide to Building Better Customer Experience Strategies Use data you already have to build actionable strategies for a better customer experience Get the eBook. Stiff scripts and robotic conversations don’t give your customers the warm fuzzies.

Scripts 67

Scripts Customer Service Contact Center Finance 67

SharpenCX

JULY 26, 2023

Every call your contact center receives brings heaps of data with it: customer information, customer preferences, product insights, customer satisfaction scores, and much more. It’s what you do with this data that makes it valuable. But perhaps you’re sitting on all of your call center data. What is Call Center Data?

Call Center 67

Call Center Contact Center Contact center software Coaching 67

AWS Machine Learning

JULY 5, 2022

If you use the default lifecycle configuration for your domain or user profile in Amazon SageMaker Studio and use Amazon SageMaker Data Wrangler for data preparation, then this post is for you. Data Wrangler supports standard data types such as CSV, JSON, ORC, and Parquet. For more information, see Jupyter Kernel Gateway.

Scripts 80

Scripts Engineering APIs Consulting 80

AWS Machine Learning

NOVEMBER 9, 2023

Building out a machine learning operations (MLOps) platform in the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML) for organizations is essential for seamlessly bridging the gap between data science experimentation and deployment while meeting the requirements around model performance, security, and compliance.

Scripts 100

Scripts Accountability Engineering Best practices 100

AWS Machine Learning

MARCH 21, 2023

This post introduces a best practice for managing custom code within your Amazon SageMaker Data Wrangler workflow. Data Wrangler is a low-code tool that facilitates data analysis, preprocessing, and visualization. This post shows how you can use code stored in AWS CodeCommit in the Data Wrangler custom transform step.

Scripts 62

Scripts Banking APIs Best practices 62

pindrop

MAY 7, 2020

Any disruption to the status quo provides an opportunity to seize sensitive consumer data and leverage it against individuals and their financial institutions. The New Fraud Scripts. In “normal” times, a fraudster’s script may have read something like this: . Travel-Related Inconveniences and Emergencies .

Scripts 79

Scripts Contact Center Interactive Voice Response Banking 79

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 71

Scripts Analytics Accountability Engineering 71

AWS Machine Learning

SEPTEMBER 7, 2023

Offline reinforcement learning is a control strategy that allows industrial companies to build control policies entirely from historical data without the need for an explicit process model. In offline reinforcement learning, one can train a policy on historical data before deploying it into production.

Metrics 95

Metrics Engineering Scripts Accountability 95

VocalCom

JULY 22, 2019

Call scripts help agents feel prepared when customers call your brand for service. Here are six golden rules for creating call scripts that satisfy your customers’ needs while still providing a gentle human touch. Abandon the script when necessary. Test call scripts regularly. Inform customers when there is a pause.

Scripts 63

Scripts Contact center software CRM Wait times 63

AWS Machine Learning

MARCH 6, 2024

Various cancers Data source: Urquhart, L. In the following sections, we go through the steps to prepare your training data, create a training script, and run a SageMaker training job. For this example, we adapt an existing script for text classification from Hugging Face. COVID-19 Spikevax Moderna $21.8

Scripts 93

Scripts Biotechnology Healthcare Accountability 93

AWS Machine Learning

SEPTEMBER 20, 2023

Or an organization may be operating in a Region where a primary cloud provider is not available, and in order to meet the data sovereignty or data residency requirements, they can use a secondary cloud provider. Prerequisites You should have the following prerequisites: An AWS account. image and Python 3.0

Scripts 100

Scripts Engineering Accountability Enterprise 100

AWS Machine Learning

AUGUST 4, 2023

This is the second post in a series discussing the integration of Salesforce Data Cloud and Amazon SageMaker. The endpoints are then registered to the Salesforce Data Cloud to activate predictions in Salesforce. To use this dataset in your Data Cloud, refer to Create Amazon S3 Data Stream in Data Cloud.

APIs 78

APIs Scripts Management Accountability 78

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

AWS Machine Learning

NOVEMBER 15, 2023

AutoML allows you to derive rapid, general insights from your data right at the beginning of a machine learning (ML) project lifecycle. It plays a crucial role in every model’s development process and allows data scientists to focus on the most promising ML techniques. This solution will incur costs in your AWS account.

Scripts 87

Scripts Best practices Accountability Engineering 87

AWS Machine Learning

JUNE 16, 2023

At SambaSafety , their mission is to promote safer communities by reducing risk through data insights. SambaSafety’s team of data scientists has developed complex and propriety modeling solutions designed to accurately quantify this risk profile. The challenges faced by this team were not related to data science.

Scripts 77

Scripts Engineering Accountability Consulting 77

ChurnZero

MARCH 10, 2023

Use examples : Generative AI relies on preexisting data for context, so it’s helpful to guide them in the right direction from the start. This can include customer demographic data, current events, or details on a competitor or similar business. Example 3: Video/phone scripting This is where the flexibility of content comes in handy.

Scripts 98

Scripts Accountability Feedback Marketing 98

Callminer

SEPTEMBER 23, 2020

“A good outbound sales script contains a strong connecting statement. ” – Grace Sweeney, 5 Outbound Sales Scripts You Can Adjust on the Fly , Copper; Twitter: @copperinc. ” – Brad Beutler, 6 Examples of Using Employee Email as a New Account Based Marketing Channel , Terminus; Twitter: @Terminus.

Best practices 182

Best practices Call Center Outbound sales Telemarketing 182

ChurnZero

MARCH 10, 2023

Use examples : Generative AI relies on preexisting data for context, so it’s helpful to guide them in the right direction from the start. This can include customer demographic data, current events, or details on a competitor or similar business. Example 3: Video/phone scripting This is where the flexibility of content comes in handy.

Scripts 75

Scripts Accountability Feedback Marketing 75

AWS Machine Learning

JANUARY 16, 2024

This state-of-the-art model is trained on a vast and diverse dataset of multilingual and multitask supervised data collected from the web. SageMaker empowers data scientists, developers, and organizations to develop, train, deploy, and manage machine learning models at scale. Next, we create custom inference scripts.

Scripts 102

Scripts Metrics Best practices Accountability 102

AWS Machine Learning

JANUARY 9, 2023

If you’ve had the opportunity to build a search application for unstructured data (i.e., Amazon Kendra provides a fully managed intelligent search service that automates document ingestion and provides highly accurate search and FAQ results based on content across many data sources. Prerequisites. Make it executable: chmod +x./search_processing_kendra_quickstart.sh.

Scripts 79

Scripts APIs Engineering Transportation 79

AWS Machine Learning

APRIL 18, 2024

Amazon Bedrock empowers teams to generate Terraform and CloudFormation scripts that are custom fitted to organizational needs while seamlessly integrating compliance and security best practices. Traditionally, cloud engineers learning IaC would manually sift through documentation and best practices to write compliant IaC scripts.

Scripts 104

Scripts Best practices Engineering Accountability 104

AWS Machine Learning

MAY 10, 2023

Today, data scientists who are training deep learning models need to identify and remediate model training issues to meet accuracy targets for production deployment, and require a way to utilize standard tools for debugging model training. is your training script, and simple_tensorboard.ipynb launches the SageMaker training job.

Scripts 73

Scripts Metrics Construction APIs 73

Fonolo

DECEMBER 8, 2023

We live in an era of big data, AI, and automation, and the trends that matter in CX this year begin with the abilities – and pain points – ushered in by this technology. For example, big data makes things like hyper-personalized customer service possible, but it also puts enormous stress on data security.

Contact Center 81

Contact Center Big data Chatbots Scripts 81

AWS Machine Learning

MAY 10, 2023

Jupyter notebooks are highly favored by data scientists for their ability to interactively process data, build ML models, and test these models by making inferences on data. However, there are scenarios in which data scientists may prefer to transition from interactive development on notebooks to batch jobs.

Scripts 74

Scripts Automotive Engineering Enterprise 74

AWS Machine Learning

DECEMBER 21, 2022

Today, companies are establishing feature stores to provide a central repository to scale ML development across business units and data science teams. The offline store is an append-only store and can be used to store and access historical feature data. Table formats provide a way to abstract data files as a table.

Scripts 73

Scripts Engineering APIs Big data 73

TechSee

MARCH 11, 2024

Chatbots are typically rule-based systems that follow predefined scripts to interact with customers. By their nature, chatbots are limited to their programming, and they may struggle with complex requests or conversations that deviate from their script. Is this the right Conversational AI provider for my CX needs?

Chatbots 124

Chatbots Enterprise Scripts Virtual Agent 124

Global Response

MARCH 20, 2023

ACW includes things like post-call processing or tracking, updating customer data, scheduling follow-ups or tracking KPIs. The data on customer service agents clearly points to the need for more and improved training: Only 20% of agents feel they’ve received high-quality training. Review the sentiment of your scripts.

Average Handle Time 62

Average Handle Time Scripts Call Center Interactive Voice Response 62

Integrity Solutions

APRIL 19, 2024

Put another way, personalization is the opposite of operating from scripts and responding with cookie-cutter answers. With so much data and information right at their fingertips, they’re better informed than ever and often well-versed in the company and what it has to offer before they ever even talk to a salesperson.

Personalization 107

Personalization Sales Scripts Contact Center 107

AWS Machine Learning

DECEMBER 20, 2022

The IMDb and Box Office Mojo Movies/TV/OTT licensable data package provides a wide range of entertainment metadata, including over 1 billion user ratings; credits for more than 11 million cast and crew members; 9 million movie, TV, and entertainment titles; and global box office reporting data from more than 60 countries.

Entertainment 82

Entertainment Scripts Personalization Advertising 82

AWS Machine Learning

FEBRUARY 1, 2023

These images contain the Neuron SDK (excluding the Neuron driver, which runs directly on the Trn1 instances), PyTorch training script, and required dependencies. The tutorial shows how to determine which Availability Zones will allow for Trn1 instances within your AWS account.

Scripts 91

Scripts Benchmark Management Enterprise 91

Amity

MARCH 24, 2017

My goal at Influitive was to systematically increase retention and to create growth opportunities within existing accounts. Pro tip: Once you reach 30+ customers you can no longer afford an ad hoc approach, you must look at as much data as possible (i.e. Explore potential areas for growth within an account early and often.

Accountability 56

Accountability Engineering Metrics Upselling 56

AWS Machine Learning

MARCH 23, 2023

Homomorphic encryption is a new approach to encryption that allows computations and analytical functions to be run on encrypted data, without first having to decrypt it, in order to preserve privacy in cases where you have a policy that states data should never be decrypted. The following figure shows both versions of these patterns.

Scripts 96

Scripts APIs Government Analytics 96

AWS Machine Learning

APRIL 11, 2023

Streamlit is an open-source Python library that makes it easy to create and share web apps for ML and data science. As a data scientist, you may want to showcase your findings for a dataset, or deploy a trained model. As long as a user has access to the AWS account, Studio domain ID, and user profile, they can access the link.

Scripts 73

Scripts Automotive Engineering Healthcare 73

AWS Machine Learning

MAY 31, 2023

Enterprise customers in tightly controlled industries such as healthcare and finance set up security guardrails to ensure their data is encrypted and traffic doesn’t traverse the internet. The steps are as follows: Launch the CloudFormation stack in your account. Log in to your AWS account and open the AWS CloudFormation console.

APIs 79

APIs Scripts Accountability Enterprise 79

AWS Machine Learning

APRIL 22, 2024

Typically, HyperPod clusters are used by multiple users: machine learning (ML) researchers, software engineers, data scientists, and cluster administrators. 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.

Scripts 87

Scripts Engineering Management Benchmark 87

AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 123

Best practices Government Engineering Accountability 123