Machine Learning and Analytics Services

Get on overview of machine learning and analytics services on AWS.

Machine learning services

There are a variety of ML services offered by AWS.

  1. SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models.

  2. Polly turns text into lifelike speech, allowing you to create applications that talk, and build entirely new categories of speech-enabled products.

  3. Translate is a neural machine translation service for language translation.

  4. Comprehend is a natural language processing (NLP) service that is used to discover insights and relationships in a text.

  5. Rekognition API allows you to automatically identify objects, people, text, scenes, and activities, as well as to detect any inappropriate content.

  6. Transcribe is an automatic speech recognition (ASR) service. You can analyze audio files stored in Amazon S3 and have the service return a text file of the transcribed speech.

  7. Tensor Flow helps developers get started with deep learning in the cloud. The framework has broad support in the industry and has become a popular choice for deep learning research and application development, particularly in areas such as computer vision, natural language understanding, and speech translation.

  8. Lex 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.

  9. Machine Learning provides visualization tools and wizards that guide you through the process of creating machine learning (ML) models without having to learn complex ML algorithms and technology.

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