AWS Machine Learning

JULY 1, 2024

Prerequisites To implement this solution, you need the following: An AWS account with privileges to create AWS Identity and Access Management (IAM) roles and policies. For Data source name , Amazon Bedrock prepopulates the auto-generated data source name; however, you can change it to your requirements. Choose Next.

Self service 119

Self service Chatbots Accountability Finance 119

AWS Machine Learning

JUNE 12, 2024

Amazon Q returns the response as a JSON object (detailed in the Amazon Q documentation ). sourceAttributions – The source documents used to generate the conversation response. In Retrieval Augmentation Generation (RAG), this always refers to one or more documents from enterprise knowledge bases that are indexed in Amazon Q.

APIs 128

APIs Enterprise Accountability Feedback 128

Totango

DECEMBER 1, 2021

An agile approach brings the full power of big data analytics to bear on customer success. An agile approach to CS management can be broken down into seven steps: Document your client’s requirements. Document Your Client’s Requirements. Standardize your documentation approach by developing a requirements template.

Government 103

Government Journey mapping Accountability Benchmark 103

AWS Machine Learning

AUGUST 31, 2023

One of the tools available as part of the ML governance is Amazon SageMaker Model Cards , which has the capability to create a single source of truth for model information by centralizing and standardizing documentation throughout the model lifecycle. They provide a fact sheet of the model that is important for model governance.

Government 111

Government Accountability Enterprise Best practices 111

AWS Machine Learning

SEPTEMBER 6, 2023

The connector also ingests the access control list (ACL) information for each document. Solution overview In our solution, we configure AEM as a data source for an Amazon Kendra search index using the Amazon Kendra AEM connector. The connector also indexes the Access Control List (ACL) information for each message and document.

Management 117

Management Enterprise Analytics Finance 117

AWS Machine Learning

JUNE 19, 2024

Imagine the possibilities: Quick and efficient brainstorming sessions, real-time ideation, and even drafting documents or code snippets—all powered by the latest advancements in AI. If you don’t have an AWS account, see How do I create and activate a new Amazon Web Services account?

APIs 96

APIs Engineering Accountability Big data 96

AWS Machine Learning

MARCH 15, 2024

Healthcare organizations must navigate strict compliance regulations, such as the Health Insurance Portability and Accountability Act (HIPAA) in the United States, while implementing FL solutions. FedML Octopus is the industrial-grade platform of cross-silo FL for cross-organization and cross-account training.

Healthcare 119

Healthcare Big data Engineering Accountability 119

AWS Machine Learning

FEBRUARY 2, 2024

Overview of RAG The RAG pattern lets you retrieve knowledge from external sources, such as PDF documents, wiki articles, or call transcripts, and then use that knowledge to augment the instruction prompt sent to the LLM. Before you can start question and answering, embed the reference documents, as shown in the next section.

Big data 111

Big data Technology Management Engineering 111

TeamSupport

MARCH 23, 2021

You need to build strong relationships with multiple people in your account and provide them with personalized solutions. These customers are tech-savvy, data-obsessed, and have their own customers. You can create a support page with FAQs, guides, product documentation, video tutorials, and more. Know your customers.

B2B 105

B2B Customer Support Self service Big data 105

AWS Machine Learning

FEBRUARY 1, 2024

This pipeline could be a batch pipeline if you prepare contextual data in advance, or a low-latency pipeline if you’re incorporating new contextual data on the fly. In the batch case, there are a couple challenges compared to typical data pipelines. He entered the big data space in 2013 and continues to explore that area.

Best practices 131

Best practices Engineering SaaS Accountability 131

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

MARCH 3, 2023

With faster model training times, you can focus on understanding your data and analyzing the impact of the data, and achieve effective business outcomes. You can learn more on the SageMaker Canvas product page and the documentation. His knowledge ranges from application architecture to big data, analytics, and machine learning.

Benchmark 88

Benchmark Big data Banking Analytics 88

AWS Machine Learning

JULY 19, 2023

Amazon SageMaker Model Cards enable you to standardize how models are documented, thereby achieving visibility into the lifecycle of a model, from designing, building, training, and evaluation. SageMaker model cards document critical details about your ML models in a single place for streamlined governance and reporting.

Government 91

Government Best practices Metrics Enterprise 91

AWS Machine Learning

NOVEMBER 27, 2023

Most real-world data exists in unstructured formats like PDFs, which requires preprocessing before it can be used effectively. According to IDC , unstructured data accounts for over 80% of all business data today. This includes formats like emails, PDFs, scanned documents, images, audio, video, and more.

Engineering 89

Engineering APIs Big data Accountability 89

Callminer

SEPTEMBER 14, 2020

For instance, a call center business analyst might recommend implementing an interaction analytics solution for a collections and accounts receivables management (ARM) firm to ensure that call center agents meet compliance requirements for debt collection. The optimal role of a business analyst in the call center is to…”.

Call Center 182

Call Center Analytics First call resolution Metrics 182

AWS Machine Learning

NOVEMBER 29, 2023

From the Import data page, select Snowflake from the list and choose Add connection. Enter your okta account id and choose Add connection. On successful authentication, you will be redirected to the data flow page. Refer to Canvas documentation to learn more about the data insights report. Huong Nguyen is a Sr.

Engineering 120

Engineering Big data Customer centricity Education 120

AWS Machine Learning

FEBRUARY 28, 2024

Prerequisites For this post, you should complete the following prerequisites: Have an AWS account. Create the AWS Glue Data Catalog using an AWS Glue crawler (or a different method). About the Authors Sanjeeb Panda is a Data and ML engineer at Amazon. Here, the output is presented to the user. Set up the SDK for Python (Boto3).

Engineering 127

Engineering Best practices Analytics Enterprise 127

AWS Machine Learning

DECEMBER 1, 2022

In this post, we explore how companies can improve visibility into their models with centralized dashboards and detailed documentation of their models using two new features: SageMaker Model Cards and the SageMaker Model Dashboard. The Model dashboard is a centralized repository of all models that have been created in the account.

Government 91

Government Metrics APIs Engineering 91

AWS Machine Learning

AUGUST 2, 2023

Amazon Kendra supports a variety of document formats , such as Microsoft Word, PDF, and text from various data sources. In this post, we focus on extending the document support in Amazon Kendra to make images searchable by their displayed content. This means you can manipulate and ingest your data as needed.

Enterprise 82

Enterprise Healthcare APIs Big data 82

Inbenta

JUNE 2, 2021

Many HR teams have challenges to overcome, such as reduced HR budgets or staffing that require them to do more with an HR automation tool that can automate manual tasks, simplify documentation procedures, relieve the burden of HR staff, and ensure compliance. Saves time and lets teams focus on critical issues. Automating recruitment efforts.

Chatbots 83

Chatbots Self service Virtual Agent Morale 83

Lumoa

SEPTEMBER 30, 2022

According to Samsung, 77% of customers still seek in-person assistance when facing an unusual or complex account issue. . Real-time payments have well-documented advantages for both banks and customers, plus this type of technology is already a standard in many financial institutions. . Improving Products and Services Through Big Data.

Banking 88

Banking Customer Experience Big data Chatbots 88

AWS Machine Learning

MARCH 22, 2023

An AWS account with permissions to create AWS Identity and Access Management (IAM) policies and roles. Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. You must configure the IdP to use ANY Role to use the default role associated with the Snowflake account.

APIs 91

APIs Engineering Analytics Scripts 91

TechSee

DECEMBER 5, 2017

Fully customizable, Enchant includes features such as unlimited Help Desk Inboxes, smart folders that update in real time, multiple knowledge base sites with their own set of articles, multiple messengers in a single account with each pointing to a different team or configured for a different website.

Contact Center 116

Contact Center Technology Self service Call Center 116

AWS Machine Learning

JUNE 17, 2024

Prerequisites To implement the solution provided in this post, you should have an AWS account , a SageMaker domain to access Amazon SageMaker Studio , and familiarity with SageMaker, Amazon S3, and PrestoDB. to set up PrestoDB on an Amazon Elastic Compute Cloud (Amazon EC2) instance in your account.

Scripts 116

Scripts Engineering Metrics Big data 116

AWS Machine Learning

DECEMBER 21, 2022

The offline store data is stored in an Amazon Simple Storage Service (Amazon S3) bucket in your AWS account. SageMaker Feature Store automatically builds an AWS Glue Data Catalog during feature group creation. Table formats provide a way to abstract data files as a table. Conclusion.

Scripts 84

Scripts Engineering APIs Big data 84

AWS Machine Learning

MAY 10, 2023

Prerequisites The following prerequisites are needed to implement this solution: An AWS account with permissions to create AWS Identity and Access Management (IAM) policies and roles. Sharing data with QuickSight users grants them owner permissions on the dataset. You can learn more on the Canvas product page and documentation.

Accountability 88

Accountability Enterprise Big data Management 88

AWS Machine Learning

JULY 19, 2022

Synchronous translation has limits on the document size it can translate; as of this writing, it’s set to 5,000 bytes. For larger document sizes, consider using an asynchronous route of creating the job using start_text_translation_job and checking the status via describe_text_translation_job. Prerequisites. Deploy the solution.

Engineering 94

Engineering APIs Education Best practices 94

Branch Mesenger

MAY 2, 2018

Gone went giant, word-packed binders of documents, and the faceless training, and mindless programming. Using Big Data to Make Leadership Advances in the Workplace. Keeps people accountable to their shifts. Makes communicating shifts easier. Helps people cover shifts when life happens.

Engineering 74

Engineering Morale Employee engagement Big data 74

Natalie Petouhof

SEPTEMBER 8, 2015

Organizations will also have access to their documents within Dynamics CRM via integration with OneDrive for Business and new document generation capabilities. The Microsoft Dynamics CRM 2016 release also introduces Delve functionality into the application. What Needs to Be Done with Date to Turn It Into Actionable Insights?

CRM 58

CRM Analytics Sales Accountability 58

AWS Machine Learning

JULY 29, 2022

It’s aligned with the AWS recommended practice of using temporary credentials to access AWS accounts. At the time of this writing, you can create only one domain per AWS account per Region. To implement the strong separation, you can use multiple AWS accounts with one domain per account as a workaround.

Management 85

Management APIs Accountability Construction 85

AWS Machine Learning

AUGUST 31, 2023

One of the tools available as part of the ML governance is Amazon SageMaker Model Cards , which has the capability to create a single source of truth for model information by centralizing and standardizing documentation throughout the model lifecycle. They provide a fact sheet of the model that is important for model governance.

Government 52

Government Accountability Enterprise Best practices 52

AWS Machine Learning

SEPTEMBER 9, 2022

In the artificial intelligence (AI) space, athenahealth uses data science and machine learning (ML) to accelerate business processes and provide recommendations, predictions, and insights across multiple services. Each project maintained detailed documentation that outlined how each script was used to build the final model.

Engineering 87

Engineering Healthcare APIs Scripts 87

CSM Magazine

JULY 19, 2017

Chargebacks are charges debited against a vendor’s account, after a customer disputes a charge on their credit card bill and their credit card issuer finds in their favor. Is it a free account from a provider which requires very little information for an account? Big Data to the rescue: Use your data of previous transactions.

Big data 49

Big data Banking Accountability Sales 49

AWS Machine Learning

MARCH 10, 2023

Data Wrangler enables you to access data from a wide variety of popular sources ( Amazon S3 , Amazon Athena , Amazon Redshift , Amazon EMR and Snowflake) and over 40 other third-party sources. Starting today, you can connect to Amazon EMR Hive as a big data query engine to bring in large datasets for ML.

Engineering 89

Engineering Big data Enterprise Analytics 89

AWS Machine Learning

NOVEMBER 17, 2022

To complete this tutorial, you must have the following prerequisites: Have an AWS account. If you don’t have an account, you can create one. Set up Lake Formation permissions using a data cell filter for automatically detected columns, and restrict the columns to the data scientist persona: lakeformation = boto3.client('lakeformation')

Engineering 72

Engineering Big data Accountability Government 72

AWS Machine Learning

MAY 8, 2023

How to use MLflow as a centralized repository in a multi-account setup. Prerequisites Before deploying the solution, make sure you have access to an AWS account with admin permissions. More information can be found in the official MLflow documentation. At this point, the MLflow SDK only needs AWS credentials.

APIs 81

APIs Government Accountability Scripts 81

Natalie Petouhof

DECEMBER 1, 2015

In CRM 2016, they’ve enhanced the CRM app for Outlook, delivered templates for their immersive Excel experience, simplified the creation of personalized sales documents in Word and enabled seamless access to contextual CRM documents across SharePoint, Office 365 Groups and OneDrive for Business.

CRM 56

CRM Analytics Sales Self service 56