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AWS > Machine Learning > Flashcards

Machine Learning Flashcards

1
Q

Intelligent Search

A

Amazon Kendra

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2
Q

Personalized Recommendations

A

Amazon Personalize

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3
Q

Detect unexpected changes; eg. revenue, performance, and customer retention, and identify root causes

A

Amazon lookout for Metrics

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4
Q

Build accurate forecasting models

A

Amazon Forecast

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5
Q

Identify potentially fraudulent online activities

A

Amazon Fraud Detector

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6
Q

Analyze images and videos and extract meaning

A

Amazon Rekognition

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7
Q

Turn text into life-like speech

A

Amazon Polly

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8
Q

Add high-quality speech to text capabilities to your applications

A

Amazon Transcribe

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9
Q

Easily build conversational agents or chat bots

A

Amazon Lex

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10
Q

Machine Learning Language Services

A
  • Amazon Polly
  • Amazon Transcribe
  • Amazon Lex
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11
Q

Machine Learning AI

A
  • Amazon Kendra
  • Amazon Personalize
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12
Q

Machine Learning Business Metrics

A
  • Amazon Lookout for Metrics
  • Amazon Forecast
  • Amazon Fraud Detector
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13
Q

Machine Learning Vision

A
  • Amazon Rekognition
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14
Q

Amazon Rekognition

A
  • Give lists of items in image given an image
  • Give text given image
  • Give identity given celebrity photo
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15
Q

CodeGuru

A
  • Helps review code
  • Detect critical issues
  • Find security vulnerabilities
  • Point out hard to find bugs
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16
Q

CodeGuru Profiler

A

Finds expensive pieces of code

17
Q

Amazon Redshift

A

scalable data warehouse solution
- improves speed/efficiency
- handles exabyte-scale data

18
Q

Athena

A

Query service for Amazon S3
- Analyze S3 data using SQL
- pay per query
- serverless

19
Q

Glue

A

Prepares data for analytics
- ETL Service

20
Q

Kinesis

A

Allows you to analyze data and video streams in real time
- Analyze real-time streaming data
- Supports video, audio, application logs, website clickstreams, IoT

21
Q

Elastic MapReduce (EMR)

A

helps you process large amounts of data
- Process big data
- Analyze using hadoop
- Works with big data frameworks

22
Q

Data Pipeline

A

Helps you move data between compute and storage services running either on AWS or on-prem
- move data at specific intervals
- move data based on conditions
- sends notification on success or failure

23
Q

Quicksight

A

Helps you visualize your data
- Build interactive dashboards
- Embed dashboards in application

24
Q

Rekognition

A

allows you to automate your image and video analysis
- image and video analysis
- identify custom labels in images and videos
- face and text detection in images and videos

25
Q

Comprehend

A

a natural-language processing (NLP) service that finds relationships in text

26
Q

Polly

A

turn text into speech

27
Q

Sagemaker

A

helps to build, train, and deploy machine learning models quickly

28
Q

Translate

A

provides language translation

AWS (11 decks)

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