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AWS Certified AI Practitioner (AIF-C01)
Azure Certification Notes
Automatically extracts text, handwriting, and data from any scanned documents using AI and ML
Is a ML product used to detect and analyse text contained in input documents such as JPEG, PNG, PDF or TIFF
The output is extracted text, structure of that text and any analysis that can be performed on that text
Extract data from forms and tables
For most documents Textract is capable to operate in a synchronous way (real time)
For large documents it will operate in asynchronous way
It is pay per usage, custom pricing being available for large volume of documents
Use cases:
Detection of text and the relationship between the text, example receipt - dates, items, prices.
Document analysis:
For generic documents might detect names, addresses, birth date, etc.
For receipts: prices, vendors, line items, dates, etc.
Identity documents: abstraction of certain fields to being able to store them in a table of a database
Financial Services (e.g., invoices, financial reports)
Healthcare (e.g., medical records, insurance claims)
Public Sector (e.g., tax forms, ID documents, passports)
It can be integrated with other AWS services