Machine Learning

Question 1

Sagemaker

Answer 1

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. With native support for bring-your-own-algorithms and frameworks, Amazon SageMaker offers flexible distributed training options that adjust to your specific workflows. Deploy a model into a secure and scalable environment by launching it with a single click from the Amazon SageMaker console. Training and hosting are billed by minutes of usage, with no minimum fees and no upfront commitments.

Question 2

Comprehend

Answer 2

Scalable natural language processing—Amazon Comprehend enables you to analyze millions of documents so that you can discover the insights that they contain. Integrate with other AWS services—Amazon Comprehend is designed to work seamlessly with other AWS services like Amazon S3 and AWS Lambda.

Question 3

Deeplens

Answer 3

AWS DeepLens is a wireless video camera and development platform integrated with the AWS Cloud. It lets you use the latest Artificial Intelligence (AI) tools and technology to develop computer vision applications based on a deep learning model.

Question 4

Lex

Answer 4

Amazon Lex is an AWS service for building conversational interfaces for applications using voice and text. … You can then add the conversational interfaces to bots on mobile devices, web applications, and chat platforms (for example, Facebook Messenger).

Question 5

Machine Learning

Answer 5

Amazon Machine Learning provides visualization tools and wizards that guide you through the process of creating machine learning (ML) models without having to learn complex ML algorithms and technology. … Then, Amazon Machine Learning uses these models to process new data and generate predictions for your application.

Question 6

Polly

Answer 6

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. … You can also cache and replay Amazon Polly’s generated speech at no additional cost.

Question 7

Rekognitiobn

Answer 7

Amazon Rekognition also provides highly accurate facial analysis and facial recognition on images and video that you provide. … Amazon Rekognition is a simple and easy to use API that can quickly analyze any image or video file stored in Amazon S3.

Question 8

Transcribe

Answer 8

Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech-to-text capability to their applications. Using the Amazon Transcribe API, you can analyze audio files stored in Amazon S3 and have the service return a text file of the transcribed speech

Question 9

Translate

Answer 9

Amazon Translate is a neural machine translation service that delivers fast, high-quality, and affordable language translation.