MACHINE LEARNING 101

Amazon Comprehend (7:28)

Alt text Amazon Comprehend: Discover insights and relationships in text

[what is amazon comprehend?](https://docs.aws.amazon.com/comprehend/latest/dg/what-is.html)

NLP for a document.

Amazon Kendra (5:00)

Alt text Amazon Kendra: Reinvent enterprise search with ML

[what is kendra?](https://docs.aws.amazon.com/kendra/latest/dg/what-is-kendra.html)

NLP for a lot of documents.

Alt text Amazon Kendra Concepts: Index - Documents - Data source (How Amazon Kendra works?)

Amazon Lex (5:51)

Alt text Amazon Lex: Build voice and text chatbots

[what is amazon lex?](https://docs.aws.amazon.com/lexv2/latest/dg/what-is.html)

Bot with ML, e.g. Alexa

Alt text Amazon Lex Concepts: Bot - Language - Intent - Slot (How Lex Works?)

Amazon Polly (4:04)

Alt text Amazon Polly: Turn text into life-like speech

[what is amazon polly?](https://docs.aws.amazon.com/polly/latest/dg/what-is.html)

TTS with ML.

Alt text Amazon Polly: Speech Synthesis Markup Language (SSML)

[polly - demo](https://ai-service-demos.go-aws.com/polly)

Amazon Rekognition (4:18)

Alt text Amazon Rekognition: Analyze image and video

[what is rekognition?](https://docs.aws.amazon.com/rekognition/latest/dg/what-is.html)

Image & video processing with ML

Alt text Amazon Rekognition: How is work?

Amazon Textract (8:42)

Alt text Amazon Textract: Extract text and data from documents

[what is amazon textract?](https://docs.aws.amazon.com/textract/latest/dg/what-is.html)

OCR with ML and Analysis

Alt text Amazon Textract: Detect and analysis

Amazon Transcribe (4:55)

Alt text Amazon Transcribe: Automatic speech recognition

[what is amazon transcribe?](https://docs.aws.amazon.com/transcribe/latest/dg/what-is.html)

Speech Recognition with ML.

Alt text Amazon Transcribe - Use Cases

Amazon Translate (4:32)

Alt text Amazon Translate: Natural and fluent language translation

[what is amazon translate?](https://docs.aws.amazon.com/translate/latest/dg/what-is.html)

Text translate with ML.

Alt text Amazon Translate - Use Cases

Amazon Forecast 101 (4:04)

Alt text Amazon Forecast: Increase forecast accuracy using machine learning

[what is amazon forecast?](https://docs.aws.amazon.com/forecast/latest/dg/what-is-forecast.html)

Time-series forecasts that uses statistical and machine learning algorithms.

Amazon Fraud Detector (3:34)

Alt text Amazon Fraud Detector: Detect more online fraud faster

[what is amazon fraud detector?](https://docs.aws.amazon.com/frauddetector/latest/ug/what-is-frauddetector.html)

Fraud Detector with ML.

Amazon SageMaker (5:39)

Alt text Amazon SageMaker: Build, train, and deploy machine learning models at scale

[what is amazon sagemaker?](https://docs.aws.amazon.com/sagemaker/latest/dg/whatis.html)

Fully managed machine learning service:

  • infrastructure, tools, and workflows…

for building, training, deploying machine learning models.