Introduction to Machine Learning on AWS
Offered By: Amazon Web Services via edX
Course Description
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
Tags
Related Courses
Communicating Data Science ResultsUniversity of Washington via Coursera Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud
University of Illinois at Urbana-Champaign via Coursera Cloud Computing Infrastructure
University System of Maryland via edX Google Cloud Platform for AWS Professionals
Google via Coursera Introduction to Apache Spark and AWS
University of London International Programmes via Coursera