Last updated on November 14, 2024
Amazon Translate Cheat Sheet
- A Neural Machine Translation service that provides fluent translation with higher accuracy than traditional statistical and rule-based translation models.
- Powered by deep learning models that deliver fast, accurate, and affordable translation between supported languages.
- Supports batch translation, real-time, and on-demand translations.
Common Use Cases
- Language localization
- Translating content for text analytics
- Cross-lingual communication
Concepts
- Amazon Translate uses a Translation Model that consists of two (2) components:
- Encoder
- Read a source text one word at a time.
- Creates a semantic representation of each word.
- Decoder
- Uses the constructed semantic representation of the encoded text and translates it to the target language one word at a time.
- The decoder also uses a method called the Attention mechanism to translate obscure words or phrases correctly.
- Encoder
- When Automatic Language Detection is enabled, Amazon Translate uses Amazon Comprehend on the backend to automatically detect the language used in the source text.
Features
- Broad Language Coverage
- Neural-Network Based
- Produces high-quality translations by utilizing deep learning technologies.
- Customized Machine Translation
- Enables you to tailor your translations to suit domain-specific terminologies.
- Useful for changing the tone, style, and word choices for the translated text.
- Secure Machine Translation
- Communications between Amazon Translate and your application is SSL-protected.
Amazon Translate Pricing
- Standard Translation
- Billed for $15.00 per million characters
- Active Custom Translation
- Billed for $60.00 per million characters
Note: If you are studying for the AWS Certified Machine Learning Specialty exam, we highly recommend that you take our AWS Certified Machine Learning – Specialty Practice Exams and read our Machine Learning Specialty exam study guide.
Amazon Translate Cheat Sheet References:
https://aws.amazon.com/translate/faqs/
https://docs.aws.amazon.com/translate/latest/dg/what-is.html
https://aws.amazon.com/translate/details/
https://aws.amazon.com/translate/pricing/
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