Amazon Machine Learning-AI Services

Learn about Machine learning and AI Services of Amazon (AWS)

Following are the details of Amazon Machine Learning-AI services. This chart will provide brief description of each ML-AI service, Category and its use case.

AI ServiceDescription of ServiceCategoryUse Cases
Amazon ComprehendAmazon Comprehend is a natural-language processing (NLP) service that uses machine learning to uncover valuable insights and connections in text.

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Advanced Text AnalyticsMine call center analytics – Detect customer sentiment and analyze customer interactions to improve your products and services.
Index and search product reviews – Focus on context by equipping your search engine to index key phrases, entities, and sentiment, not just keywords.
Streamline support tickets – Automatically categorize inbound support documents, such as product reviews, and extract relevant information to solve customer issues faster.
Categorize financial documents – Train custom entities to extract relevant information and insights from financial service documents, such as insurance quotes or mortgage packages.
Amazon CodeGuruAmazon CodeGuru is a developer tool that provides intelligent recommendations to improve code quality and identify an application’s most expensive lines of code.

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Automated Code ReviewsCatch code problems before they hit production
Fix security vulnerabilities
Proactively improve code quality with continuous monitoring
Troubleshoot performance issues
Discover anomalies and common issues in your application performance
Catch your most expensive line of code today
Amazon LexAmazon Lex is a fully managed artificial intelligence (AI) service with advanced natural language models for building conversational interfaces into applications.

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Conversational AI ChatbotsBuild virtual agents and voice assistants
Automate informational responses
Improve productivity with application bots
Amazon ForecastAmazon Forecast is a time-series forecasting service based on machine learning (ML) and built for business metrics analysis.

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Demand ForecastingAdd ML forecasting to your SaaS solutions
Optimize product demand planning
Manage resources efficiently
Amazon TextractAmazon Textract is a machine learning (ML) service that uses OCR to automatically extract text, handwriting, and data from scanned documents such as PDFs.

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OCR, Document AnalysisQuickly extract information
Scan healthcare and insurance forms
Accelerate form processing
Amazon KendraAmazon Kendra is an intelligent search service powered by machine learning. Kendra reimagines enterprise search for your websites and applications so your employees and customers can easily find the content they are looking for, even when it’s scattered across multiple locations and content repositories within your organization.

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Enterprise SearchImprove customer interactions
Accelerate research and development
Minimize regulatory and compliance risks
Equip employees with the data they need
Amazon Fraud DetectorAmazon Fraud Detector is a fully managed service enabling customers to identify potentially fraudulent activities and catch more online fraud faster.

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Fraud PreventionDetect new account fraud
Identify suspicious online payments
Prevent trial and loyalty program abuse
Amazon RekognitionAmazon Rekognition offers pre-trained and customizable computer vision (CV) capabilities to extract information and insights from your images and videos.

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Image and Video AnalysisDetect inappropriate content
Verify identity online
Streamline media analysis
Keep workers safe continuously
Amazon PersonalizeAmazon Personalize is a fully managed machine learning service that goes beyond rigid static rule based recommendation systems and trains, tunes, and deploys custom ML models to deliver highly customized recommendations to customers across industries such as retail and media and entertainment.

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Personalized RecommendationsDeliver high quality recommendations, in real-time
Easily implement personalized recommendations in days, not months
Personalize every touchpoint along the customer journey
Data privacy and security
Amazon TranslateAmazon Translate is a neural machine translation service that delivers fast, high-quality, affordable, and customizable language translation. 

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Real-time TranslationLanguage Localization
Text Analytics
Amazon PollyAmazon Polly is a service that turns text into lifelike speech, allowing you to create applications that talk, and build entirely new categories of speech-enabled products.

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Text to SpeechContent Creation
Amazon TranscribeAmazon Transcribe uses a deep learning process called automatic speech recognition (ASR) to convert speech to text quickly and accurately. Amazon Transcribe can be used to transcribe customer service calls, automate subtitling, and generate metadata for media assets to create a fully searchable archive.

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TranscriptionCall analytics and agent assist
Media content search & subtitling
Meeting subtitling
Clinical documentation
Amazon Machine Learning-AI Services

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