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Marco's Learning

AI Services

Categories

  • Vision

    • Amazon Rekognition
      Amazon Rekognition is a video analysis service that adds advanced computer vision capabilities to your applications using an API. The service is a pre-trained deep learning technology that identifies objects, people, text, scenes, and activities in images and videos stored in Amazon Simple Storage Service (Amazon S3). Customers often use Amazon Rekognition in media and entertainment, security and surveillance, and retail and marketing.
      For more information, see Amazon Rekognition.

      Amazon Rekognition provides image and video analysis for applications. Additionally, Amazon Rekognition provides image and video moderation APIs that can automatically detect inappropriate or offensive content, both synchronously and asynchronously.
      Learn more about Amazon Rekognition moderation APIs.

  • Speech

    • Amazon Polly
      Amazon Polly converts text into lifelike speech and supports multiple languages and voices. Amazon Polly also includes a variety of voices so developers can select the gender and accent for their applications. Developers can use Amazon Polly to create applications such as in creating applications such as virtual assistants, e-learning platforms, accessibility enhancements for visually impaired users, and more.
      For more information, see: Amazon Polly

    • Amazon Transcribe
      Amazon Transcribe is an automatic speech recognition service that uses ML models to convert audio to text. You can use it to transcribe customer service calls, automate subtitling, and generate metadata for media content. It supports various languages and offers features such as speaker identification, custom vocabulary, and real-time transcription.
      For more information, see: Amazon Transcribe.

  • Text

    • Amazon Comprehend
      Amazon Comprehend uses natural language processing (NLP) to extract insight about the content of documents. It develops insights by recognizing the entities, key phrases, language, sentiments, and other common elements in a document. Amazon Comprehend can be used on content classification and management, customer insights, compliance monitoring, marketing analysis, healthcare, and more.
      For more information see, Amazon Comprehend.
      Amazon Comprehend can be used to detect and redact personal information from user interactions. Amazon Comprehend provides the ability to locate and redact PII entities in English or Spanish text documents. By leveraging Amazon Comprehend, you can easily process and anonymize personal information in the customer data platform.
      https://docs.aws.amazon.com/comprehend/latest/dg/how-pii.html

    • Amazon Translate
      Amazon Translate is a text translation service that uses advanced machine learning technologies to provide high-quality translation on demand. You can use Amazon Translate to translate unstructured text documents or to build applications that work in multiple languages. Amazon Translate is a versatile application for global communication because it supports real-time and batch text translation across multiple languages.
      For more information see, Amazon Translate.

    • Amazon Textract
      With Amazon Textract, you can add document text detection and analysis to your applications. Amazon Textract can detect typed and handwritten text, extract text forms and tables from documents, and more. Unlike simple optical character recognition (OCR) services, Amazon Textract is designed to identify the field contents in forms and information stored in tables.
      For more information see, Amazon Textract.

  • Search

    • Amazon Kendra
      Amazon Kendra is an intelligent search service that uses natural language processing and advanced ML algorithms to return specific answers to search questions from your data. Amazon Kendra provides a more natural way to search through large amounts of content stored across various sources within an organization. Because it understands the context of a query, it can return more precise and relevant answers than just a list of documents where keywords match.
      For more information, see Amazon Kendra.

  • Chatbots

    • Amazon Lex V2
      Amazon Lex V2 is an AWS service for building conversational interfaces for applications using voice and text. Amazon Lex V2 provides the deep functionality and flexibility of natural language understanding (NLU) and automatic speech recognition (ASR). With Amazon Lex V2, you can build highly engaging user experiences with lifelike, conversational interactions and create new categories of products.
      For more information, see Amazon Lex V2.

  • Personalization

    • Amazon Personalize
      Personalize is a fully managed ML service that uses your data to build intelligent applications with personalized recommendations for users or customers. It can also generate user segments based on the users’ affinity for certain items or item metadata.
      For more information, see Amazon Personalize.

  • Forecasting

    • Amazon SageMaker Canvas
      Amazon SageMaker Canvas is a low-code/no-code machine learning service that allows you to build accurate time series forecasting models without needing extensive ML expertise. SageMaker Canvas uses automated machine learning to train an ensemble of statistical and neural network forecasting algorithms on your data, evaluate their performance, and combine the top performers into an optimized model for forecasting. Key forecasting capabilities include automated data preparation solutions like filling missing values, easy integration of external data sources like holidays or weather, and the ability to conduct what-if analyses. You can build and deploy forecasting models using either the visual SageMaker Canvas UI without writing code or via the automated AutoML APIs. Once deployed, you can generate forecasts in the UI, deploy models to SageMaker endpoints for applications to query, or access predictions stored in Amazon S3.
      For more information see Amazon SageMaker Canvas.

  • Fraud

    • Amazon Fraud Detector
      Amazon Fraud Detector is a fully managed service designed to streamline fraud detection across online platforms. It uses advanced ML algorithms and automates the identification of potentially fraudulent activities, such as unauthorized transactions and the creation of fake accounts. Drawing upon the experience of Amazon in fraud detection over two decades, Amazon Fraud Detector employs sophisticated data analysis techniques to uncover patterns indicative of fraudulent behavior.
      For more information, see Amazon Fraud Detector.

  • Development

    • Amazon CodeGuru Security
      CodeGuru Security is an advanced static application security tool that uses ML to proactively detect security policy violations and potential vulnerabilities within your code base. This cutting-edge solution provides actionable suggestions to address identified security risks and empower developers to fortify their applications against threats. Additionally, CodeGuru Security generates comprehensive metrics so you can monitor and track the overall security posture of your applications effectively.
      For more information, see Amazon CodeGuru Security.

  • Contact centers

    • Contact Lens (for Amazon Connect)
      Amazon Connect Contact Lens provides contact center analytics and quality management capabilities. With Amazon Connect Contact Lens, you can monitor, measure, and continuously improve contact quality and agent performance for a better overall customer experience.
      For more information, see Contact Lens (for Amazon Connect).

  • Generative AI

    • Amazon Q
      Amazon Q is a suite of generative AI services. Amazon Q is a new type of generative AI–powered assistant specifically for commercial use that can be tailored to your business. With Amazon Q, you can have conversations, solve problems, generate content, and take actions using the data and expertise found in your company’s information repositories. You can even take actions from your company’s code base and enterprise systems. Amazon Q provides quick, relevant, and actionable information and advice to help streamline tasks. Amazon Q helps with decision-making, problem-solving, and sparking creativity and innovation at work. Amazon Q is split into the following products:

      • Amazon Q Business
      • Amazon Q Developer
      • Amazon Q in QuickSight
      • Amazon Q in Connect
      • Amazon Q in AWS Supply Chain

      For more information, see Amazon Q.

    • Amazon Bedrock
      Amazon Bedrock is a fully managed service that makes high-performing foundation models (FMs) from leading AI startups and Amazon available through a unified API. You can choose from a wide range of FMs to find the model that is best suited for your use case. Amazon Bedrock offers a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI. With Amazon Bedrock, you can easily experiment with and evaluate top foundation models for your use cases and privately customize them with your data. You can fine-tune and use Retrieval Augmented Generation (RAG) FMs and build agents that run tasks using your enterprise systems and data sources.
      For more information, see Amazon Bedrock.