Machine Learning Flashcards
Amazon Rekognition
Find objects, people, text, scenes in images and video using ML
Use case: Content moderation
Amazon Transcribe
Automatically convert speech to text.
* Can remove PII
* Multi lingual audio
Amazon Polly
Turn text into lifelike speech using deep learning, allows you to create applications that talk
Amazon Polly personalizations
Pronunciation Lexicons and Speech Synthesis Markup Language
* Acronym pronunciation
* Emphasize words
* Phonetic pronunciation
* Breathing sounds
Amazon Polly Speech Mark
Syncing audio with visuals
Amazon Polly Neural Text-to-Speech
Enhances the expressiveness and realism of voices. Enganging, natural audio across various languages and accents.
Amazon Translate
Localize content for international users and easily translate large volumes of text
Amazon Lex
Building conversational interfaces for applications using voice and text. Enabling you to build sophisticated, natural language chatbots
Amazon Connect
Virtual contact center. Can integrate with other CRM systems
Amazon Comprehend
Natural Language Processing. Uses machine learning to find sentiment analysis, language detection, key phrase, insights and relationships in text.
Amazon SageMaker
Build ML models
Amazon Kendra
Document search service powered by machine learning. Natural language search capabilities
Amazon Personalize
ML service to build apps with real-time personalized recommendations
Amazon Textract
Extract text, handwriting and data from any scanned document
Amazon IoT Device Management
Register, organize, monitor and remotely manage IoT devices
IoT SiteWise
Managed service that makes it easy to collect, organize, and analyze data from industrial equipment at scale. Computes common industrial KPIs and metrics, supports anomaly detection and alarms, and facilitates near real-time and analytical insights
IoT 1-click / IoT core
Provides device software that integrate your IoT devices into AWS IoT-based solutions.
IoT Events
AWS IoT Events evaluate telemetry data to detect events in equipment or a process. Ingests raw data from any device, processed data from IoT Analytics, and data from third party applications
Private Package Installation in Amazon SageMaker
Create a CodeArtifact domain and repository. Configure to fetch software packages from public repositories.
