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aws certified machine learning

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AWS re:Invent 2022 Announcements for AWS Machine Learning Engineers and Data Scientists

2023-04-27T03:58:46+00:00

Every year, professionals all around the world attend the most transformative tech event —  AWS re:Invent. Here, a LOT of new AWS services and capabilities are announced and discussed. In this post, we will focus on the major announcements relevant to data scientists and ML engineers! A Gentle Introduction to Amazon SageMaker The major announcements discussed in this post focus on SageMaker, so we will spend a paragraph or two quickly talking about the service.  Amazon SageMaker is the machine learning platform of AWS that helps solve a variety of requirements of data scientists, developers, and machine learning practitioners in [...]

AWS re:Invent 2022 Announcements for AWS Machine Learning Engineers and Data Scientists2023-04-27T03:58:46+00:00

Amazon Textract

2025-11-25T12:22:41+00:00

Amazon Textract Cheat Sheet 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. Mention integration options: works with AWS SDKs (Python, Java, Node.js, etc.), AWS CLI, and Boto3. Supports image files (PNG, JPG) and PDFs (single and multipage). Can detect handwriting in multiple languages (not just English). Works natively with S3 (you can process documents stored in S3 directly). Common Use Cases: Building search indexes Importing documents into [...]

Amazon Textract2025-11-25T12:22:41+00:00

Amazon Augmented AI (A2I)

2025-11-24T09:15:28+00:00

Amazon Augmented AI Cheat Sheet 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. A2I workflow structure: HumanLoop → Human Review Workflow → Output Consolidation. You can define when a human review should be triggered (e.g., below 80% confidence). A2I plugs directly into SageMaker pipelines and SageMaker Ground Truth. 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 [...]

Amazon Augmented AI (A2I)2025-11-24T09:15:28+00:00

Amazon Personalize

2025-11-24T12:23:51+00:00

Amazon Personalize Cheat Sheet 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. Adjust recommendations in real-time as user behavior changes. Suggest complementary products based on purchase patterns. Improve search relevance for each user. Recommend items or content that increase user engagement and reduce churn. Concepts Amazon Personalize can provide recommendations based on real-time data, historical data, or [...]

Amazon Personalize2025-11-24T12:23:51+00:00

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