Allianz Financial Services (AFS) is a banking group offering end-to-end banking and financial solutions in South East Asia through its consumer banking, business banking, Islamic banking, investment finance and stock broking businesses as well as unit trust and asset administration, having served the financial community over the past five decades. AFS being one the largest banks in the region is planning to improve its segment business by launching a campaign to identify potential customers for various new products launched based on their past behavior? AFS is looking for both batch and real-time predictive analytics. AFS is looking for an AWS Service that can integrate with multiple database and web applications that can convert text to life like speech.
The service shall be capable to understand input text or speech. What service can provide this capability? Select 1 option.
Click on the arrows to vote for the correct answer
A. B. C. D.Answer : C.
Option A is incorrect -Amazon Comprehend uses natural language processing (NLP) to extract insights about the content of documents.
Amazon Comprehend processes any text file in UTF-8 format.
It develops insights by recognizing the entities, key phrases, language, sentiments, and other common elements in a document.
Use Amazon Comprehend to create new products based on understanding the structure of documents.
For example, using Amazon Comprehend you can search social networking feeds for mentions of products or scan an entire document repository for key phrases.
https://docs.aws.amazon.com/comprehend/latest/dg/what-is.htmlOption B is incorrect - Amazon Rekognition makes it easy to add image and video analysis to your applications.
You just provide an image or video to the Rekognition API, and the service can identify objects, people, text, scenes, and activities.
It can detect any inappropriate content as well.
Amazon Rekognition also provides highly accurate facial analysis and facial recognition.
You can detect, analyze, and compare faces for a wide variety of use cases, including user verification, cataloging, people counting, and public safety.
https://docs.aws.amazon.com/rekognition/latest/dg/what-is.htmlOption C is correct -Amazon Polly is a cloud service that converts text into lifelike speech.
You can use Amazon Polly to develop applications that increase engagement and accessibility.
Amazon Polly supports multiple languages and includes a variety of lifelike voices, so you can build speech-enabled applications that work in multiple locations and use the ideal voice for your customers.
With Amazon Polly, you only pay for the text you synthesize.
You can also cache and replay Amazon Polly's generated speech at no additional cost.
https://docs.aws.amazon.com/polly/latest/dg/what-is.htmlOption D is incorrect -Amazon SageMaker is a fully managed machine learning service.
With Amazon SageMaker, data scientists and developers can quickly and easily build and train machine learning models, and then directly deploy them into a production-ready hosted environment.
It provides an integrated Jupyter authoring notebook instance for easy access to your data sources for exploration and analysis, so you don't have to manage servers.
It also provides common machine learning algorithms that are optimized to run efficiently against extremely large data in a distributed environment.
https://docs.aws.amazon.com/sagemaker/latest/dg/whatis.htmlThe AWS service that can integrate with multiple databases and web applications, and convert text to lifelike speech, while also capable of understanding input text or speech is Amazon Polly.
Amazon Polly is a text-to-speech service offered by AWS that allows developers to generate lifelike speech from any text in a variety of languages and voices. Polly integrates with multiple databases and web applications and can convert text to speech in real-time or as a batch process. It can be used to generate audio files, stream audio, or send audio output to other AWS services like Amazon S3 or Amazon CloudFront.
In this scenario, AFS is looking for a service that can convert text to speech to enhance its customer experience. Amazon Polly can be used to convert customer data and behavior patterns into audio alerts, notifications, and recommendations for AFS's various business segments, such as consumer banking, business banking, Islamic banking, investment finance, and stockbroking.
Amazon Comprehend is a natural language processing service that can extract insights and relationships from text data. It can be used for sentiment analysis, entity recognition, and language detection, among other things. However, it does not have text-to-speech capabilities.
Amazon Rekognition is a computer vision service that can analyze images and videos to detect objects, scenes, and faces, among other things. It cannot convert text to speech.
Amazon SageMaker is a machine learning service that can be used to build, train, and deploy machine learning models. It does not have text-to-speech capabilities.