Скачать или смотреть AWS AI & Machine Learning Foundations: Pre-trained AI Services

Just covered Session 1 of AI/ML fundamentals in our Cloud Practitioner series - exploring machine learning basics and pre-trained AI services!

What we learned:
• ML Foundation: AWS ML Stack (AI Services → ML Services → Frameworks) for different expertise levels
• Amazon Rekognition: Computer vision for image/video analysis - facial recognition, object detection, content moderation
• Amazon Textract: Document processing beyond OCR - extracts text, forms, tables from PDFs and images
• Amazon Transcribe: Speech-to-text with 100+ languages, speaker identification, real-time/batch processing
• Amazon Polly: Text-to-speech with neural voices - 30+ languages, natural-sounding audio
• Amazon Translate: Neural machine translation across 75+ languages with custom terminology
• Amazon Comprehend: NLP for sentiment analysis, entity recognition, PII detection, topic modeling
• Amazon Personalize: Recommendation engine using Amazon.com technology - no ML expertise required

Key AI services takeaway:
Pre-trained AI services (Rekognition, Transcribe, Comprehend) require NO ML expertise
Purpose-built for common tasks: vision, speech, language, text analysis
Remember: Transcribe (audio → text) vs Polly (text → audio) - opposite directions!

Perfect foundation for understanding AWS pre-trained AI services and Cloud Practitioner exam!

#aws #cloudcomputing #machinelearning #rekognition #artificialintelligence