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AWS Machine Learning

/Tag: AWS Machine Learning

AWS Certified Machine Learning – Specialty MLS-C01 Exam Study Path

2022-08-14T20:03:22+00:00

Bookmarks Study Materials AWS Services to Focus on Validate Your Knowledge Final Remarks The AWS Machine Learning — Specialty MLS-C01 Certification is intended for individuals who are responsible for developing data science or applied machine learning projects on the AWS Cloud. This specialty certification is quite different from any other AWS exam. If you already have prior experience with other AWS certifications, you’re probably expecting to be heavily tested on AWS services and how they can be architected to build solutions that can solve different business problems. However, this is not the case [...]

AWS Certified Machine Learning – Specialty MLS-C01 Exam Study Path2022-08-14T20:03:22+00:00

Amazon Textract

2021-05-06T05:12:26+00:00

A fully managed document analysis service for detecting and extracting information from scanned documents. Returns extracted data as key-value pairs (e.g., Name: John Doe) Supports virtually any type of documents Can detect text written in Standard English alphabet and ASCII symbols. Common Use Cases: Building search indexes Importing documents into a business application Building automated document processing solutions Text extraction for Natural Language Processing (NLP) Applications Maintaining document compliance Concepts Amazon Textract returns a confidence score for each identified element, which indicates the probability that a given prediction is correct. A low-confidence score can be rerouted to Amazon Augmented AI [...]

Amazon Textract2021-05-06T05:12:26+00:00

Amazon Augmented AI (A2I)

2021-05-06T04:24:52+00:00

Amazon A2I is a service that helps you easily integrate human reviews in a machine learning workflow. Simplifies managing a large number of human reviewers at scale. Has direct integration with Amazon Textract and Amazon Rekognition Common Use Cases: Content Moderation where human oversight is required to judge uncertain results from a machine learning model. Manual reviews of low confidence predictions due to documents that are scanned poorly or contain bad handwriting.  Concepts Task type Type of task to be reviewed. Available task types Key-value pairs extracted by Amazon Textract Unsafe content flagged by Amazon Rekognition Custom machine learning workflows [...]

Amazon Augmented AI (A2I)2021-05-06T04:24:52+00:00

Amazon Personalize

2021-05-06T05:05:05+00:00

A fully managed machine learning service for building recommendation systems. Amazon Personalize allows you to train, build, and deploy recommendation models without an extensive machine learning experience. Offers batch and real-time recommendations. Common Use Cases: Personalized product and content recommendations. Product rankings. Improves marketing communication through individualized push notifications and emails. Concepts Amazon Personalize can provide recommendations based on real-time data, historical data, or a mix of both. Event trackers Records user interactions in real-time. Recipe Refers to the algorithm to be used in training a solution for a given use case. Available Recipes USER_PERSONALIZATION - optimized for personalized recommendation [...]

Amazon Personalize2021-05-06T05:05:05+00:00

Amazon Rekognition

2021-05-06T05:10:17+00:00

A service that makes it easy to add powerful visual analysis to your applications. There are two services under Amazon Rekognition: Rekognition Image lets you easily build powerful applications to search, verify, and organize millions of images. Rekognition Video lets you extract motion-based context from stored or live stream videos and helps you analyze them. Rekognition Image An image recognition service that detects objects, scenes, and faces; extracts text, and many more. It also allows you to search and compare faces. The service uses deep neural network models to detect and label thousands of objects and scenes in your images. [...]

Amazon Rekognition2021-05-06T05:10:17+00:00

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