AWS AI Services
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The document discusses various AWS AI services including Polly, Lex, Rekognition, Translate, Comprehend, and Transcribe, highlighting their functionalities such as text-to-speech, natural language processing, image and video analysis, and speech recognition. It touches on concepts related to artificial intelligence, machine learning, and deep learning, emphasizing the differences between them. The agenda is outlined for a meetup focused on these AI services and their applications in development.
AWS AI Services
- 1. BADIR - Riyadh 23-02-2019 AWS AI ServicesPolly, Lex, Rekognition, Translate, Comprehend, Transcribe Ahmed Aziz26 @Ahmed_Aziz /in/ahmedsleem Ahmed.aziz.sleem@gmail.com
- 2. Agenda • Artificial Intelligence • Machine Learning • Deep Learning • AI vs ML vs DL • AWS AI services • Demo
- 3. Artificial Intelligence • Artificial intelligence (AI) is an area of computer science that emphasizes the creation of intelligent machines that work and react like humans.
- 4. Machine Learning • Is the ability for machine to learn without being programmed by input.
- 5. Deep Learning • Teaches computers to do what comes naturally to humans, learn by example(ANN).
- 6. AI vs ML vs DL
- 7. Rubix Cube
- 8. AWS AI Solutions for Developers
- 9. AWS Polly • Amazon Polly is a service that turns text into lifelike speech. • You can control various aspects of speech such as pronunciation, volume, pitch, speech rate, etc. • Standardized Speech Synthesis Markup Language (SSML). • Speech Marks are designed to complement the synthesized speech that is generated from the input text.
- 10. AWS Comprehend • Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. • Keyphrase Extraction. • Sentiment Analysis (Positive, Negative, Neutral, or Mixed). • Syntax Analysis (Verb, Pronoun, Proper noun, etc). • Entity Recognition. • Custom Entities (domain-specific). • Language Detection.
- 11. AWS Rekognition • Amazon Rekognition makes it easy to add image and video analysis to your applications. • Real-time Analysis of Streaming Video. • Person Identification and Pathing . • Face Recognition. • Facial Analysis. • Inappropriate Video Detection. • Celebrity Recognition.
- 12. AWS Transcribe • Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech-to-text capability to their applications. • Easy-to-Read Transcriptions (text with punctuation). • Timestamp Generation. • Recognize Multiple Speakers. • Streaming Transcription.
- 13. AWS Translate • Amazon Translate is a neural machine translation service that delivers fast, high-quality, and affordable language translation. • Broad Language Coverage (21 languages). • Neural Network-Based. • Language Identification. • Real-Time Translations.
- 14. AWS Lex • Amazon Lex is a service for building conversational interfaces into any application using voice and text. • High quality speech recognition and natural language understanding. • Multi-turn conversations. • Integration with AWS Lambda. • Connect to Enterprise Systems. • One-click Deployment. • Powerful Lifecycle Management Capabilities. • 8 kHz Telephony Audio Support.
- 15. AWS Lex
- 16. Demo
- 18. See You Next Meetup AWS Riyadh User Group
Editor's Notes
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