Machine Learning
AWS services for building machine learning models and intelligent applications.
Machine Learning (ML) in AWS is a technology that enables systems to learn and improve from experience rather than explicitly programmed instructions. It allows computers to find insights from data, identify patterns, and make predictions or decisions with minimal human intervention. AWS offers several managed ML services for different expertise levels: 1. Amazon SageMaker - A fully managed service for building, training, and deploying ML models at scale. 2. AWS pre-built AI services requiring no ML expertise: - Amazon Rekognition for image and video analysis - Amazon Transcribe for speech-to-text - Amazon Comprehend for natural language processing - Amazon Translate for language translation - Amazon Polly for text-to-speech - Amazon Lex for chatbot building 3. Amazon Forecast - For time-series forecasting 4. Amazon Fraud Detector - For identifying potentially fraudulent activities 5. Amazon Personalize - For building recommendation systems 6. Amazon Textract - For extracting text from documents These services help organizations implement ML capabilities across industries including healthcare, finance, retail, and manufacturing. Use cases include customer service chatbots, product recommendations, fraud detection, predictive maintenance, and content moderation. Benefits of AWS ML services include: - Reduced barriers to entry with pre-trained models - Pay-as-you-go pricing with no upfront costs - Scalability to handle any workload size - Integration with other AWS services - Reduced development time compared to building custom solutions For exam preparation, understand the general capabilities of AWS ML services, common use cases, and how they fit into the broader AWS ecosystem as specialized managed services.
Machine Learning (ML) in AWS is a technology that enables systems to learn and improve from experience rather than explicitly programmed instructions. It allows computers to find insights from data, …
Concepts covered: Amazon Kendra, Amazon Polly, Amazon Comprehend, Amazon Lex, Amazon Rekognition, Amazon Transcribe, Amazon Translate, Amazon SageMaker, Amazon Textract
Go Premium
AWS Certified Cloud Practitioner Preparation Package (2025)
- 1733 Superior-grade AWS Certified Cloud Practitioner practice questions.
- Accelerated Mastery: Deep dive into critical topics to fast-track your mastery.
- Unlock Effortless CCP preparation: 5 full exams.
- 100% Satisfaction Guaranteed: Full refund with no questions if unsatisfied.
- Bonus: If you upgrade now you get upgraded access to all courses
- Risk-Free Decision: Start with a 7-day free trial - get premium features at no cost!