AWS Machine Learning

AUGUST 20, 2024

Amazon SageMaker Data Wrangler provides a visual interface to streamline and accelerate data preparation for machine learning (ML), which is often the most time-consuming and tedious task in ML projects. After you create the folder, take care to move and consolidate relevant SageMaker Data Wrangler flow files together.

Customer centricity 109

Customer centricity Accountability Feedback Management 109

LiveVox

JANUARY 25, 2023

The Account Recovery management (AR) industry is one of the most challenging environments to drive digital transformation. The challenge Old infrastructure, […] The post Digital & Data: The Building Blocks For an Account Recovery Management Overhaul at United Credit Bureau appeared first on LiveVox.

Accountability 84

Accountability Management outsourcing 84

AWS Machine Learning

AUGUST 8, 2024

Twilio enables companies to use communications and data to add intelligence and security to every step of the customer journey, from sales and marketing to growth, customer service, and many more engagement use cases in a flexible, programmatic way. Data is the foundational layer for all generative AI and ML applications.

Engineering 121

Engineering Accountability Feedback Enterprise 121

AWS Machine Learning

JULY 23, 2024

Organizations use advanced natural language detection services like Amazon Lex for building conversational interfaces and Amazon CloudWatch for monitoring and analyzing operational data. One risk many organizations face is the inadvertent exposure of sensitive data through logs, voice chat transcripts, and metrics.

Accountability 114

Accountability Government Chatbots Best practices 114

ShepHyken

SEPTEMBER 18, 2020

You don’t want to inundate team members with survey data. Data visualization isn’t a new concept, but it very well could be a new way for you to share customer feedback with your internal teams. Visualizing data makes it more comprehensible and accessible — while accurately representing all of it. Then share it with your team.

Feedback 316

Feedback Customer Service Surveys Accountability 316

AWS Machine Learning

OCTOBER 15, 2024

Amazon SageMaker Ground Truth is a powerful data labeling service offered by AWS that provides a comprehensive and scalable platform for labeling various types of data, including text, images, videos, and 3D point clouds, using a diverse workforce of human annotators. Each batch is made up of data objects to be labeled.

Accountability 84

Accountability Entertainment Consulting Consulting 84

AWS Machine Learning

SEPTEMBER 19, 2024

Amazon Bedrock Knowledge Bases provides foundation models (FMs) and agents in Amazon Bedrock contextual information from your company’s private data sources for Retrieval Augmented Generation (RAG) to deliver more relevant, accurate, and customized responses. See Data source connectors for the full list of supported data source connectors.

APIs 92

APIs Accountability Management Engineering 92

AWS Machine Learning

NOVEMBER 7, 2024

AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses. In this post, we guide you through integrating Amazon Bedrock Agents with enterprise data APIs to create more personalized and effective customer support experiences.

APIs 128

APIs Enterprise Automotive Customer Support 128

AWS Machine Learning

OCTOBER 24, 2024

Conventional ML development cycles take weeks to many months and requires sparse data science understanding and ML development skills. Business analysts’ ideas to use ML models often sit in prolonged backlogs because of data engineering and data science team’s bandwidth and data preparation activities.

Banking 112

Banking Analytics Engineering Accountability 112

AWS Machine Learning

MARCH 13, 2024

To develop models for such use cases, data scientists need access to various datasets like credit decision engines, customer transactions, risk appetite, and stress testing. Managing appropriate access control for these datasets among the data scientists working on them is crucial to meet stringent compliance and regulatory requirements.

Accountability 115

Accountability Engineering Enterprise Big data 115

AWS Machine Learning

NOVEMBER 27, 2023

However, these models require massive amounts of clean, structured training data to reach their full potential. 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.

Engineering 96

Engineering APIs Big data Accountability 96

AWS Machine Learning

OCTOBER 9, 2023

A recommendation engine is only as good as the data used to prepare it. Transforming raw data into a format that is suitable for a model is key to getting better personalized recommendations for end-users. Prerequisites First, we need to have an Amazon SageMaker Studio domain set up.

Personalization 114

Personalization Engineering Automotive Best practices 114

AWS Machine Learning

AUGUST 21, 2023

Amazon SageMaker Data Wrangler reduces the time it takes to collect and prepare data for machine learning (ML) from weeks to minutes. Data is frequently kept in data lakes that can be managed by AWS Lake Formation , giving you the ability to implement fine-grained access control using a straightforward grant or revoke procedure.

Engineering 94

Engineering Accountability Big data Sales 94

JivoChat

MARCH 19, 2023

Do you know how to deactivate your Facebook account? Once you deactivate your Facebook account, your profile won’t be shown to other people, not even to your friends. That isn’t different when it comes to how to deactivate your Facebook account.

Accountability 75

Accountability Personalization Management Marketing 75

JivoChat

FEBRUARY 28, 2023

However, you are going to see that it’s very simple to deactivate your account or erase it permanently. How to Delete a Snapchat Account on A Computer or Android The process to delete a Snapchat account using a computer or Android device is the same. You just need to sign in to your Snapchat account again.

Accountability 75

Accountability Personalization 75

AWS Machine Learning

JUNE 12, 2024

The main idea is to supply historic data to an ML algorithm that can identify patterns from the past and then use those patterns to estimate likely values about unseen periods in the future. Agribusinesses forecast crop yields using weather data like rainfall, temperature, humidity, and more.

APIs 124

APIs Airlines Sales Management 124

OctopusTech

NOVEMBER 11, 2024

Using data analytics allows you to identify trends and opportunities that enhance conversion rates, converting more visitors into paying customers. With that, let’s explore how e-commerce businesses can utilize data tools to engage with more customers, improve sales, and achieve better operations across the board.

Analytics 62

Analytics Abandon rate Metrics Sales 62

Contact Center Pipeline

MAY 1, 2019

Hoarding data has been the standard practice for most businesses for years. Whether it’s customer data, email, survey data, presentations, reports, zip files, log files, call recordings, employee information, old versions of documents, account information—companies have stockpiled vast amounts of information.

Surveys 154

Surveys Accountability Contact Center Call Center 154

AWS Machine Learning

OCTOBER 5, 2022

So much exposure naturally brings added risks like account takeover (ATO). Each year, bad actors compromise billions of accounts through stolen credentials, phishing, social engineering, and multiple forms of ATO. To put it into perspective: account takeover fraud increased by 90% to an estimated $11.4 Overview of solution.

Accountability 85

Accountability APIs Metrics Engineering 85

AWS Machine Learning

MARCH 12, 2024

Introducing LLM-based inference into a system also has the potential to introduce privacy threats, including model exfiltration, data privacy violations, and unintended LLM-based service manipulation. This can be accomplished with input data before being sent to a model or an LLM trained to redact their responses automatically.

Chatbots 115

Chatbots Healthcare Accountability Transportation 115

AWS Machine Learning

NOVEMBER 18, 2024

Data-driven insights can accelerate the process of identifying potential locations and improve decision-making. In this post, we show you how DXC and AWS collaborated to build an AI assistant using large language models (LLMs), enabling users to access and analyze different data types from a variety of data sources.

APIs 101

APIs Surveys Chatbots Construction 101

COPC

OCTOBER 8, 2024

But here’s the reality: none of that happens without reliable data governance. With increasing complexity, AI adds value to your data strategy by automating processes and improving accuracy. This rapid growth demands a greater focus on data integrity, security and ethical standards ( Databricks ).

Government 91

Government Healthcare Benchmark Technology 91

AWS Machine Learning

SEPTEMBER 6, 2024

Specifically, such data analysis can result in predicting trends and public sentiment while also personalizing customer journeys, ultimately leading to more effective marketing and driving business. The central goal is to empower customers to directly query and analyze their creative performance data through a chat interface.

Analytics 122

Analytics Metrics Chatbots Engineering 122

Call Design

NOVEMBER 4, 2021

This is a question that is asked a lot in businesses where data needs to be extracted from various sources and collated. As technology and security increase, so too does the tightening around access and use of said data, especially within the contact centre. Which is better Direct Query or Webservice? Maintenance. Scalability.

industry standards 148

industry standards APIs SaaS Accountability 148

AWS Machine Learning

NOVEMBER 29, 2023

Data preparation is a crucial step in any machine learning (ML) workflow, yet it often involves tedious and time-consuming tasks. Amazon SageMaker Canvas now supports comprehensive data preparation capabilities powered by Amazon SageMaker Data Wrangler. To import data from Snowflake, follow steps from Set up OAuth for Snowflake.

Engineering 127

Engineering Big data Customer centricity Education 127

AWS Machine Learning

DECEMBER 20, 2023

Whether logs are coming from Amazon Web Services (AWS), other cloud providers, on-premises, or edge devices, customers need to centralize and standardize security data. After the security log data is stored in Amazon Security Lake, the question becomes how to analyze it.

Engineering 130

Engineering Accountability Analytics Construction 130

AWS Machine Learning

AUGUST 14, 2024

Amazon Q Business is a fully managed, generative artificial intelligence (AI)-powered assistant that helps enterprises unlock the value of their data and knowledge. At the core of this capability are native data source connectors that seamlessly integrate and index content from multiple repositories into a unified index.

APIs 120

APIs Enterprise Engineering Accountability 120

AWS Machine Learning

OCTOBER 4, 2022

Near-real-time delivery of data and insights enable businesses to rapidly respond to their customers’ needs. Real-time data can come from a variety of sources, including social media, IoT devices, infrastructure monitoring, call center monitoring, and more. After that, documents are free of PII entities and users can consume the data.

APIs 102

APIs Banking Analytics Accountability 102

CSM Magazine

NOVEMBER 29, 2023

However, by integrating generators with accounting software, businesses can simplify their payroll process, save time, and minimize the risk of discrepancies. Understanding Paystub Generators Before exploring the benefits of integrating generators with accounting software, it’s important to grasp what paystub generators are.

Accountability 52

Accountability Self service APIs Government 52

LiveVox

JANUARY 25, 2023

The Account Recovery management (AR) industry is one of the most challenging environments to drive digital transformation. The challenge Old infrastructure, […] The post Digital & Data: The Building Blocks For an Account Recovery Management Overhaul at United Collection Bureau, Inc. appeared first on LiveVox.

Accountability 52

Accountability Management outsourcing 52