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.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- Duration 7 hours
- Course by Amazon Web Services
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Offered by
About
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.
Modules
Welcome to the Course
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1
Videos
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1
Readings
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1
Plugin
1
Videos
- Course Introduction
1
Readings
- Pre-Course Survey
Computer Vision
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4
Videos
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1
Readings
4
Videos
- Week 1 Introduction
- Amazon Rekognition
- Introduction to Exercise 1
- Exercise Walkthough
1
Readings
- Exercise 1
Data Extraction and Analysis
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3
Videos
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1
Readings
3
Videos
- Amazon Textract
- Introduction to Exercise 2
- Exercise Walkthough
1
Readings
- Exercise 2
Language Processing
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3
Videos
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1
Readings
3
Videos
- Amazon Comprehend
- Introduction to Exercise 3
- Exercise Walkthrough
1
Readings
- Exercise 3
Week 1 Reading and Assessment
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2
Readings
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1
Plugin
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1
Assignment
1
Assignment
- Week 1 Quiz
2
Readings
- Week 1 Reading
- Mid-Course Survey
Speech Recognition
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2
Videos
2
Videos
- Week 2 Introduction
- Amazon Transcribe
Language Translation
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3
Videos
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1
Readings
3
Videos
- Amazon Translate
- Introduction to Exercise 4
- Exercise Walkthrough
1
Readings
- Exercise 4
Virtual Agents
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3
Videos
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1
Readings
3
Videos
- Amazon Lex
- Introduction to Exercise 5
- Exercise Walkthrough
1
Readings
- Exercise 5
Build, Train, and Deploy Machine Learning Models
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2
Videos
2
Videos
- Amazon SageMaker
- Demo: Amazon SageMaker
Week 2 Reading and Assessment
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2
Readings
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1
Plugin
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1
Assignment
1
Assignment
- Week 2 Quiz
2
Readings
- Week 2 Reading
- Post-Course Survey
Auto Summary
"Introduction to Machine Learning on AWS" is a foundational IT & Computer Science course offered by Coursera, led by expert instructors. This 420-minute course delves into AWS services for computer vision, data analysis, language processing, and more, enabling you to enhance current solutions with AI and ML. Ideal for those looking to boost user experience or business applications, with starter subscription options available.
Russell Sayers