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2024 ETB - AWS AI Notes > AWS Managed Services > Flashcards

AWS Managed Services Flashcards

1
Q

AWS Managed Services

A

AWS AI Services are pre-trained machine learning services for your use case.

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2
Q

Amazon Translate

A

Natural and accurate language translation

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3
Q

Amazon Comprehend

A

Natural Language Processing (NLP) to find insights and relationships in text.

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4
Q

Amazon Transcribe

A

Convert Speech to Text

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5
Q

Amazon Polly

A

Convert Text to Speech

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6
Q

Amazon Rekognition

A

Find objects, people, text, scenes in images and videos using machine learning.

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7
Q

Amazon Forecast

A

Uses machine learning to deliver highly accurate forecasts

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8
Q

Amazon Lex

A

Chatbot

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9
Q

Amazon Personalize

A

Build apps with real-time personalized recommendations

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10
Q

Amazon Textract

A

Automatically extracts text, handwriting, and data from any scanned
documents using AI and ML.

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11
Q

Amazon Kendra

A

Fully managed document search service powered by Machine Learning

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12
Q

Amazon Mechanical Turk

A

Crowdsourcing marketplace to perform simple human tasks.

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13
Q

Amazon Augmented AI

A

Human oversight of Machine Learning predictions in production

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14
Q

AWS DeepRacer

A

Fully autonomous 1/18th scale car race driven by Reinforcement Learning (RL)

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15
Q

Amazon Comprehend Medical

A

Detects and returns useful information in unstructured clinical text:

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16
Q

Amazon Transcribe Medical

A

Automatically convert medical-related speech to text (HIPAA compliant)

17
Q

Amazon Hardware for AI

A

Renting virtual machines (EC2)
Storing data on virtual drives (EBS)
Distributing load across machines (ELB)
Scaling the services using an auto-scaling group (ASG)

AWS Trainium - ML chip built to perform Deep Learning on 100B+ parameter models

AWS Inferentia - ML chip built to deliver inference at high performance and low cost

18
Q

Amazon SageMaker

A

Fully managed service for developers / data scientists to build ML models

2024 ETB - AWS AI Notes (8 decks)

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