Course description
Introduction to Machine Learning on AWS
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.
Upcoming start dates
Suitability - Who should attend?
Prerequisites
Prior application development experience
Outcome / Qualification etc.
What you'll learn
At the end of this course, students will be able to:
- Apply machine learning and artificial intelligence to tasks that you'd normally think you'd need a human to do
- Understand the differences between Machine Learning, Artificial Intelligence and Deep Learning
- Analyze labels and images using advanced technology
- Learn how to host your own machine learning models with Amazon Sagemaker
Training Course Content
Week 1
- Course Introduction
- Week 1 Introduction
- Computer Vision: Amazon Rekognition
- Exercise Introduction: Amazon Rekognition
- Amazon Rekognition
- Exercise Walkthrough: Amazon Rekognition
- Data extraction and analysis: Amazon Textract
- Exercise Introduction: Amazon Textract
- Amazon Textract
- Exercise Walkthrough: Amazon Textract
- Language Processing: Amazon Comprehend
- Exercise Introduction: Amazon Comprehend
- Amazon Comprehend
- Exercise Walkthrough: Amazon Comprehend
- Week 1 Quiz
Week 2
- Week 2 Introduction
- Speech Recognition: Amazon Transcribe
- Language Translation: Amazon Translate
- Exercise Introduction: Amazon Transcribe and Amazon Translate
- Amazon Transcribe and Amazon Translate
- Exercise Walkthrough: Amazon Transcribe and Amazon Translate
- Virtual Agents: Amazon Lex
- Exercise Introduction: Amazon Lex
- Amazon Lex
- Exercise Walkthrough: Amazon Lex
- Amazon SageMaker
- Demo: Amazon SageMaker
- Week 2 Quiz
Course delivery details
This course is offered through Amazon Web Services, a partner institute of EdX.
2-4 hours per week
Expenses
- Verified Track -$49
- Audit Track - Free