Amazon Machine Learning (AI/ML) Services



Amazon Rekognition, Transcribe, Polly, Translate, Lex, Amazon Connect, Comprehend, SageMaker, Forecast, Kendra, Persona

What you will learn

AWS ML/AI Services

Learn ML, AI, Computer Vision and Robotics concepts to differentiate them

Overview of many AWS ML services such as Rekognition, SageMaker, Forest, Comprehend etc

Knowledge gained will be helpful to answer ML related questions in many AWS certification exams

Description

AWS has many advanced and useful ML/AI services. If you would like to get a general understanding of AWS ML/AI services, this course is for you.

The course starts with a high-level understanding of ML, AI, Computer Vision, and Robotics. Then, you will get a high-level overview of many AWS ML  services.  After that, we talk about many AWS ML services in a little detail, as listed below:



  • Amazon Rekognition: face detection, labeling, celebrity recognition
  • Amazon Transcribe: speech-to-text conversion
  • Amazon Polly: text-to-speech conversion
  • Amazon Translate:  for language translations
  • Amazon Lex: conversational interfaces
  • Amazon Connect: cloud contact center
  • Amazon Comprehend: Natural Language Processing (NLP)
  • Amazon Comprehend Medical: HIPAA-eligible NLP (Natural Language Processing) service
  • Amazon SageMaker: ML for developer/data scientist
  • Amazon Forecast: build highly accurate forecasts
  • Amazon Kendra: ML-powered search engine
  • Amazon Personalize: real-time personalized recommendations
  • Amazon Textract: detect text and data in documents
  • Amazon Fraud Detector:  Automatic fraud detection
  • Amazon Sumerian: Build AR/VR and 3D applications

You will learn about these services with the help of diagrams and key use cases. In the end, you will get a quick summary of all the listed services.  In the last section, there are quiz questions to solidify the learning!

The knowledge gained in this course will also help you answer  ML-related questions in AWS Cloud Practitioner and AWS Solutions Architect – Associate level exams and AWS  job interviews related to ML services.

English
language

Content

Introduction

Introduction to AI/ML
AWS AI/ML Services – High-Level Overview

Amazon AI/ML Services

Amazon Rekognition
Amazon Transcribe
Amazon Polly
Amazon Translate
Amazon Lex
Amazon Connect
Amazon Comprehend
Amazon SageMaker
Amazon Forecast
Amazon Kendra
Amazon Personalize
Amazon Textract
Amazon Fraud Detector
Amazon Sumerian
Summary

Final Quiz

Quiz

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