Lecture 15: Machine Learning

Question 1

____________ find objects, people, text, scenes in images and videos using machine learning

Answer 1

Amazon Rekognition

Question 2

Amazon rekognition also uses ____________ to do user verification, people counting

Answer 2

Facial analysis and facial search

Question 3

__________ automatically convert speech to text

Answer 3

Amazon Transcribe

Question 4

Amazon transcribe uses a deep learning process called ____________ to convert speech to text quickly and accurately

Answer 4

Automatic speech recognition (ASR)

Question 5

What are some features you can do with Amazon transcribe?

Answer 5

1. Automatically remove personally identifiable information (PII) using redaction (like age, name, SSN, etc)
2. Supports automatic language identification for mult-lingual audio (like french, spanish, etc)

Question 6

__________ turn text into lifelike speech using deep learning, allowing you to create applications that talk

Answer 6

Amazon polly

Question 7

_________ is a natural and accurate language translation

Answer 7

Amazon translate

Question 8

Amazon translate allows you to ________ such as websites and applications for international users and to easily translate large volumes of text efficiently

Answer 8

Localize content

Question 9

_________ 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

Answer 9

Amazon Lex & Connect

Question 10

___________ 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

Answer 10

Amazon Connect

Question 11

________ is used for natural language processing (NLP)

Answer 11

Amazon Comprehend

Question 12

____________ is a fully managed service for developers/ data scientist to build ML models

Answer 12

Amazon SageMaker

Question 13

___________ is a fully managed service that uses ML to deliver highly accurate forecast

Answer 13

Amazon forecast

Question 14

___________ 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)

Answer 14

Amazon Kendra

Question 15

__________ is a full managed ML service to build apps with real time personalized recommendations

Answer 15

Amazon Personalize

Question 16

____________ automatically extracts text, handwriting, and data from any scanned document using AI and ML

Answer 16

Amazon Textract

Question 17

___________ 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.

Answer 17

Amazon Lex