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Amazon Web Services

Introduction to Machine Learning on AWS

Amazon Web Services via edX

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Overview

In this course, we start with some services where the training model and raw inference is handled for you by Amazon. We'll cover services which do the heavy lifting of computer vision, data extraction and analysis, language processing, speech recognition, translation, ML model training and virtual agents. You'll think of your current solutions and see where you can improve these solutions using AI, ML or Deep Learning. All of these solutions can work with your current applications to make some improvements in your user experience or the business needs of your application.

Syllabus

Week 1:

Video :Course Introduction

Video : Week 1 Introduction

Video : Computer Vision: Amazon Rekognition

Video : Exercise Introduction: Amazon Rekognition

Exercise : Amazon Rekognition

Video : Exercise Walkthrough: Amazon Rekognition

Video : Data extraction and analysis: Amazon Textract

Video : Exercise Introduction: Amazon Textract

Exercise: Amazon Textract

Video : Exercise Walkthrough: Amazon Textract

Video : Language Processing: Amazon Comprehend

Video : Exercise Introduction: Amazon Comprehend

Exercise : Amazon Comprehend

Video : Exercise Walkthrough: Amazon Comprehend

Quiz : Week 1 Quiz

_Week 2: _

Video : Week 2 Introduction

Video : Speech Recognition: Amazon Transcribe

Video: Language Translation: Amazon Translate

Video: Exercise Introduction: Amazon Transcribe and Amazon Translate

Exercise: Amazon Transcribe and Amazon Translate

Video: Exercise Walkthrough: Amazon Transcribe and Amazon Translate

Video: Virtual Agents: Amazon Lex

Video: Exercise Introduction: Amazon Lex

Exercise: Amazon Lex

Video: Exercise Walkthrough: Amazon Lex

Video: Amazon SageMaker

Video: Demo: Amazon SageMaker

Quiz: Week 2 Quiz

Taught by

Russell Sayers

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