Lecture 15: Machine Learning Flashcards
____________ find objects, people, text, scenes in images and videos using machine learning
Amazon Rekognition
Amazon rekognition also uses ____________ to do user verification, people counting
Facial analysis and facial search
__________ automatically convert speech to text
Amazon Transcribe
Amazon transcribe uses a deep learning process called ____________ to convert speech to text quickly and accurately
Automatic speech recognition (ASR)
What are some features you can do with Amazon transcribe?
- Automatically remove personally identifiable information (PII) using redaction (like age, name, SSN, etc)
- Supports automatic language identification for mult-lingual audio (like french, spanish, etc)
__________ turn text into lifelike speech using deep learning, allowing you to create applications that talk
Amazon polly
_________ is a natural and accurate language translation
Amazon translate
Amazon translate allows you to ________ such as websites and applications for international users and to easily translate large volumes of text efficiently
Localize content
_________ is the same technology that powers Alexa, so it uses automatic speech recognition (ASR) to convert speech to text, and helps build chatbots and call center bots
Amazon Lex & Connect
___________ is a virtual contact center that recieves calls, create contact flows, and cloud based virtual contact centers, you can also integrate with other CRM system or AWS
Amazon Connect
________ is used for natural language processing (NLP)
Amazon Comprehend
____________ is a fully managed service for developers/ data scientist to build ML models
Amazon SageMaker
___________ is a fully managed service that uses ML to deliver highly accurate forecast
Amazon forecast
___________ is a fully managed document service powered by machine learning (extract answers from within a document) and it learns from user interactions/feedback to promote preferred results (incremental learning)
Amazon Kendra
__________ is a full managed ML service to build apps with real time personalized recommendations
Amazon Personalize
____________ automatically extracts text, handwriting, and data from any scanned document using AI and ML
Amazon Textract
___________ is a service for building conversational interfaces into any application using voice and text. _____ provides the advanced deep learning functionalities of automatic speech recognition (ASR) for converting speech to text, and natural language understanding (NLU) to recognize the intent of the text, to enable you to build applications with highly engaging user experiences and lifelike conversational interactions.
Amazon Lex
