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Machine Learning

Amazon Rekgnition​

  • Find objects in images and videos using ML.
  • Create database of familiar faces.
  • Content Moderation: Detect inappropriate content, set a minimum confidence threshold flag sensitive content for manual review.

Amazon Transcribe​

  • Convert speech to text using automatic speech recognition.
  • Automatically remove Personally Identifiable Information (PII) using Redaction.
  • Automatic Language Identification.

Amazon Polly​

  • Text into speech

Lexicon and SSML​

  • Upload Lexicons and use them in the SynthesizeSpeech operation.
  • Generate speech from documents marked up with Speech Synthesis Markup Language.

Amazon Translate​

  • Natural language translation
  • Allows to localize content, such as websites and applications.

Amazon Lex and Connect​

  • Amazon Lex: Automatic Speech Recognition, Natural Language Understanding
  • Amazon Connect: Virtual Contact Center, Integrate with CRM or AWS.

Amazon Comprehend​

  • For NLP.
  • Fully managed, serverless
  • Uses ML to find insights and relationships in text.

Amazon Comprehend Medical​

  • Detects and returns useful information i unstructured clinical text.
  • Uses NLP to detect Protected Health Information.

Amazon SageMaker AI​

  • Fully managed service to build ML models.

Amazon Kendra​

  • Fully managed document search service powered by ML.
  • Natural language search capabilities.
  • Learn from user interaction/feedback.
  • Manually fine-tune search results.

Amazon Personalize​

  • Fully managed ML service for personalized recommendations.
  • Same tech used by Amazon.com.

Amazon Textract​

  • Automatically extracts text, handwriting from any scanned document using AI/ML.