Machine Learning 101 Flashcards
natural-language processing (NLP) service that uses machine learning to uncover valuable insights and connections in the text by recognizing the entities, key phrases, language, sentiments, and other common elements in a document
Amazon Comprehend
Used for Real-time analysis for small workloads or Asynchronous jobs for larger workloads
Amazon Comprehend
Intelligent search service that uses natural language processing and advanced machine learning algorithms to return specific answers to search questions from your data. Used to mimic interacting with a human expert.
Amazon Kendra
Searchable data organized in an efficient way within Kendra
Index
Where the data lives, where Kendra connects and indexes from
Data Source
AWS service for building conversational interfaces for applications using voice and text. Allows building highly engaging user experiences with lifelike, conversational interactions (chatbots)
Amazon Lex
Automatic speech recognition (ASR) within Lex
Speech to Text
Natural language understanding (NLU) within Lex. Action user wants to perform
Intent
Integrated within Lex to fulfill a users intent
Lambda
Cloud service that converts text into lifelike speech. Allows users to build speech-enabled applications that work in multiple locations and use the ideal voice for your customers
Amazon Polly
Allows additional control over how Amazon Polly generates speech, such as emphasis on different words, and pronunciation.
Speech Synthesis Markup Language (SSML)
AWS service that makes it easy to add image and video analysis to your applications. Used to identify objects, people, text, scenes, and activities
Amazon Rekognition
AWS service that automatically extracts text, handwriting, and data from scanned documents that are used to identify, understand, and extract data from forms and tables
Amazon Textract
AWS automatic speech recognition service that uses machine learning models to convert audio to text
Amazon Transcribe
AWS text translation service that uses advanced machine learning technologies to provide high-quality translation on demand
Amazon Translate
Fully managed service that uses statistical and machine learning algorithms to deliver highly accurate time-series forecasts based on historical and related data
Amazon Forecast
Used to predict things such as retail demand, supply chain, staffing, energy, server capacity, web traffic
Amazon Forecast
AWS service that automates the detection of potentially fraudulent activities online, including unauthorized transactions and the creation of fake accounts
Amazon Fraud Detector
Service where 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
Amazon SageMaker
IDE for machine learning lifecycle, used t o build train debug and monitor models.
Sage Maker Studio
Can SageMaker host your machine learning models?
Yes
