AWS Machine Learning

NOVEMBER 1, 2022

According to a Forbes survey , there is widespread consensus among ML practitioners that data preparation accounts for approximately 80% of the time spent in developing a viable ML model. Additionally, we won’t be able to make an informed decision post-analysis of those insights prior to building the ML models. Overview of solution.

Engineering 91

Engineering APIs Accountability industry solution 91

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. Use QuickSight refresh dataset APIs to automate the spice data refresh. Implement group-based security for dashboard and analysis access control.

Management 108

Management APIs Engineering Government 108

AWS Machine Learning

MARCH 1, 2024

Lambda receives the iterative transcripts from EventBridge, determines when a conversation is complete, and invokes the Transcript API within Genesys Cloud and drops the full transcript in an S3 bucket. For more information on setting up your account, refer to the Genesys documentation. Save your configuration. Choose Add Client.

Chatbots 92

Chatbots APIs Self service Contact Center 92

AWS Machine Learning

MARCH 1, 2023

Flywheel creates a data lake (in Amazon S3) in your account where all the training and test data for all versions of the model are managed and stored. You can use the flywheel active model version to run custom analysis (real-time or asynchronous jobs). For more information, refer to Getting started with Amazon Comprehend.

APIs 68

APIs Metrics Accountability Scripts 68

AWS Machine Learning

APRIL 11, 2023

They also estimate the user’s age using facial analysis before allowing access to age-restricted content. However, bad actors increasingly deploy spoof attacks using the user’s face images or videos posted publicly, captured secretly, or created synthetically to gain unauthorized access to the user’s account.

APIs 77

APIs Accountability Government Healthcare 77

aircall

FEBRUARY 26, 2018

Using Aircall’s open API, users can create customizable integrations. Until then, all we can do is post interesting, useful, and fun content to our blog and social media accounts. The post GetApp Analysis Declares Aircall a Call Center Software Leader appeared first on Customer Experience & Cloud Call Center | Aircall Blog.

call center software 59

call center software Call Center First call resolution Technical Support 59

AWS Machine Learning

SEPTEMBER 27, 2022

Amazon Textract now has higher service quotas for several asynchronous and synchronous APIs in multiple major AWS Regions. The following table summarizes the before and after default quota numbers for each of these Regions for the respective synchronous and asynchronous APIs. Increased default service quotas for Amazon Textract.

Self service 71

Self service APIs Management Accountability 71

AWS Machine Learning

DECEMBER 2, 2022

“Intelligent document processing (IDP) solutions extract data to support automation of high-volume, repetitive document processing tasks and for analysis and insight. Specifically, we are announcing the following capabilities: Support for documents in native formats for custom classification real-time analysis and asynchronous jobs.

APIs 71

APIs Healthcare Enterprise Analytics 71

AWS Machine Learning

NOVEMBER 8, 2022

Amazon Rekognition provides pre-trained facial recognition and analysis capabilities for identity verification to your online applications, such as banking, benefits, ecommerce, and much more. The Amazon Rekognition CompareFaces API. For this, we use the Amazon Rekognition CompareFaces API. The default value is NONE.

APIs 73

APIs Healthcare Banking Accountability 73

AWS Machine Learning

SEPTEMBER 19, 2023

Technical challenges with multi-modal data further include the complexity of integrating and modeling different data types, the difficulty of combining data from multiple modalities (text, images, audio, video), and the need for advanced computer science skills and sophisticated analysis tools.

Marketing 99

Marketing APIs Engineering Analytics 99

AWS Machine Learning

MAY 25, 2023

We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. We implement a chatbot application in Streamlit which invokes the function via the API Gateway and the function does a similarity search in the OpenSearch Service index for the embeddings of user question.

APIs 76

APIs Enterprise Accountability Chatbots 76

CSM Magazine

NOVEMBER 28, 2022

API Integration. To share and synchronize information, you can link third-party apps to your LMS using an API (Application Programming Interface). Most likely, you’ve used an API dozens of times. Companies use APIs to distribute content. Below mentioned are the various types of LMS integrations and their benefits.

APIs 52

APIs CRM Analytics Accountability 52

AWS Machine Learning

JULY 18, 2022

In a previous post , we described a typical identity verification workflow and showed you how to build an identity verification solution using various Amazon Rekognition APIs. Applications invoke Amazon API Gateway to route requests to the correct AWS Lambda function depending on the user flow. Amazon S3 stores all the face images.

APIs 71

APIs Real estate Accountability Enterprise 71

AWS Machine Learning

APRIL 5, 2023

In this post, we demonstrate how to use Amazon Rekognition to perform image analysis. When working with the Amazon Rekognition celebrity detection API , many elements are returned in the response. The following are some key response elements: MatchConfidence – A match confidence score that can be used to control API behavior.

APIs 77

APIs Entertainment Personalization Accountability 77

AWS Machine Learning

DECEMBER 12, 2022

Amazon Comprehend provides customized features, custom entity recognition , custom classification , and pre-trained APIs such as key phrase extraction, sentiment analysis, entity recognition, and more so you can easily integrate NLP into your applications. In the following sections, we explore both notebooks.

APIs 75

APIs Accountability Enterprise Metrics 75

AWS Machine Learning

OCTOBER 11, 2022

It provides APIs powered by ML to extract key phrases, entities, sentiment analysis, and more. You also need an AWS account and the ability to create AWS resources. For this demo, you should have the following prerequisites: An AWS account. The code for this solution is available on Github. Prerequisites. Python 3.7

APIs 73

APIs Enterprise Engineering Accountability 73

Comm100

OCTOBER 19, 2022

This is a verification of an individual’s identity if they make a transaction or if the bot needs to access a bank account during the chat. #3 6 Sentiment Analysis. Sentiment analysis is a feature that can identify whether a customer response is positive, negative, or neutral. 10 Chatbot API. Personal Scan.

Chatbots 86

Chatbots APIs Analytics Upselling 86

AWS Machine Learning

MARCH 25, 2024

Applications must have valid credentials to sign API requests to AWS services. The specialized Amazon Transcribe Call Analytics APIs have a built-in capability to redact PII in both text transcripts and audio files. You can use tags to control access within your AWS accounts. Best Practice 5 – Use tag-based access control.

Best practices 79

Best practices APIs Transportation Personalization 79

AWS Machine Learning

AUGUST 4, 2023

Benefits of the SageMaker and Data Cloud Einstein Studio integration Here’s how using SageMaker with Einstein Studio in Salesforce Data Cloud can help businesses: It provides the ability to connect custom and generative AI models to Einstein Studio for various use cases, such as lead conversion, case classification, and sentiment analysis.

APIs 73

APIs Engineering Enterprise Technology 73

AWS Machine Learning

AUGUST 15, 2022

This extracted data is often used to gather insights via data analysis, or sent to downstream systems such as databases or transactional systems. It can perform sentiment analysis to determine the sentiment of a document in real time using single document or batch detection. label = [name for name in names if(name in document)].

APIs 70

APIs Banking Finance Analytics 70

AWS Machine Learning

JANUARY 12, 2023

However, this can mean processing customer data in the form of personally identifiable information (PII) in relation to activities such as purchases, returns, use of flexible payment options, and account management. An additional bespoke PII type for customer account number was added through Amazon Comprehend, but has not been needed so far.

Engineering 105

Engineering APIs Accountability Metrics 105

NobelBiz

MAY 25, 2023

Improved Operational Efficiency CDPs improve operational efficiency by automating data collection and analysis, reducing the need for manual data entry and processing. The documentation should also include examples and use cases that demonstrate how the API can be used in real-world scenarios. Watch the free on-demand recording here.

call center software 98

call center software Call Center APIs Contact Center 98

Talkdesk

SEPTEMBER 4, 2020

About 44% of those borrowers said they would move at least some of their accounts to the bank that came through for them during PPP. Through the use of APIs, an entire ecosystem of pre-vetted banks and third-party providers is integrated, allowing a company to serve its customer base better and faster.

Banking 114

Banking Contact Center APIs Cloud contact 114

NobelBiz

NOVEMBER 27, 2023

If you would like to learn more about the benefits of a VOIP solution, we highly recommend another one of our articles called “ Cost Savings of VOIP: A Comprehensive Analysis “ Discover how VOIP is revolutionizing call centers by reducing long-distance charges, minimizing hardware investment, and ensuring predictable monthly expenses.

Call Logging 59

Call Logging voip Contact center software CRM 59

AWS Machine Learning

OCTOBER 19, 2022

To demonstrate how you can use this solution in your existing business infrastructures, we also include an example of making REST API calls to the deployed model endpoint, using AWS Lambda to trigger both the RCF and XGBoost models. If you don’t have an account, you can sign up for one. Prerequisites. Launch the solution.

APIs 66

APIs Metrics Calibration Accountability 66

AWS Machine Learning

JUNE 15, 2022

To better understand this growing data, machine learning (ML) natural language processing (NLP) techniques for text analysis have evolved to address use cases involving text summarization, entity recognition, classification, translation, and more. It can perform text analysis on a wide variety of languages for its various features.

APIs 92

APIs Accountability Metrics Engineering 92

Hello Customer

APRIL 2, 2020

A standard Hello Customer process uses an API connection or an FTP upload to connect your customer data with our system. All data will be anonymous in the ISAAC analysis, conversation manager and reporting. ISAAC Analysis. Here's an overview: 1. Upload your data via excel.

Employee engagement 94

Employee engagement APIs Surveys Feedback 94

AWS Machine Learning

NOVEMBER 3, 2022

In Part 1, we saw how to use Amazon Textract APIs to extract information like forms and tables from documents, and how to analyze invoices and identity documents. Extract default entities with the Amazon Comprehend DetectEntities API. The response from the DetectEntities API includes the default entities. Extraction phase.

Analytics 75

Analytics APIs Healthcare Big data 75

AWS Machine Learning

OCTOBER 27, 2022

We can then call a Forecast API to create a dataset group and import data from the processed S3 bucket. We use the AutoPredictor API, which is also accessible through the Forecast console. For customized evaluation and analysis, you can also export the forecasted values to evaluate predictor quality metrics.

APIs 97

APIs Best practices Metrics Government 97

AWS Machine Learning

MAY 16, 2023

model = Model( image_uri=image_uri, model_data=model_uri, role=aws_role, predictor_cls=Predictor, name=endpoint_name, ) # Set the serializer/deserializer used to run inference through the sagemaker API. nYou can access Amazon Comprehend document analysis capabilities using the Amazon Comprehend console or using the Amazon Comprehend APIs.

Chatbots 85

Chatbots Scripts APIs Feedback 85

JustCall

JANUARY 5, 2023

Moreover, speech analytics solutions differ from voice recognition as the latter is just concerned with speech transcription whereas the former also delivers emotional analysis and performance insights. Because it includes the most advanced analysis features, Genesys is the ideal tool for market research. What is Speech analytics?

Analytics 52

Analytics Coaching Call Center APIs 52

TechSee

AUGUST 31, 2022

Over time, customization and further API integrations will enable more robust, integrated capabilities, expanding the impact and potential of the solution. Furthermore, the availability of robust APIs will allow you to easily customize data and operational flows to meet your changing requirements, with limited further resource investment.

APIs 109

APIs Enterprise Technology Self service 109

Nexmo

OCTOBER 27, 2020

You’ll need a Vonage API Account. Please take note of your accounts API Key, API Secret, and the number that comes with it. For now, we will add an empty API controller called VoiceController to our Controllers folder. Prerequisites. If you don’t have one, you can sign up for one here.

APIs 118

APIs Engineering Accountability voip 118

Hello Customer

JUNE 30, 2022

Adding data from other systems allows you to understand customer feedback even better, as it adds an additional insight layer to the analysis. Of course, you can also connect with any other application via API , which does require development on your end. Why should you integrate your systems with Hello Customer?

Feedback 52

Feedback APIs CRM Surveys 52

Hello Customer

JUNE 30, 2022

Adding data from other systems allows you to understand customer feedback even better, as it adds an additional insight layer to the analysis. Of course, you can also connect with any other application via API , which does require development on your end. Why should you integrate your systems with Hello Customer?

Feedback 52

Feedback APIs CRM Surveys 52

AWS Machine Learning

JANUARY 6, 2023

TR’s customers span across the financial, risk, legal, tax, accounting, and media markets. The key requirement for TR’s new machine learning (ML)-based personalization engine was centered around an accurate recommendation system that takes into account recent customer trends. Conclusion.

Personalization 66

Personalization APIs Engineering Enterprise 66

AWS Machine Learning

MARCH 28, 2024

SEC filings are available online through the SEC’s EDGAR (Electronic Data Gathering, Analysis, and Retrieval) database, which provides open data access. You can scrape the filings from EDGAR directly, or use APIs in Amazon SageMaker with a few lines of code, for any period of time and for a large number of tickers (i.e.,

Finance 94

Finance Metrics Banking Engineering 94