Machine Learning with AWS
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INTRODUCTION
Machine learning (ML) is one of the fastest growing areas of technology and a highly demanded skill set in today’s job market. This course covers the many AI and machine learning services available on AWS and how to use these services.
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COURSE OBJECTIVES
By the end of the course, you‘ll be able to:
- Understand of AWS and its role in machine learning
- Build intelligent apps with Amazon AI services
- Learn how to use the AWS console
- Determine available machine learning services.
- Explore the basics of chatbots and chatbot design
- Effectively create a natural language chatbot
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COURSE AUDIENCE
This course is made for
- Business Men
- Business Unit Managers
- Business Development consultants
- Marketing Consultants
- Marketing Development Managers
- General Managers
- Leaders
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COURSE OUTLINE
Day One
Introduction to Machine Learning
- Artificial Intelligence overview
- Machine Learning overview
- Deep Learning overview
- Neural Networks overview
- Machine Learning algorithms
Day Two
Amazon AI Services
- Introduction to Amazon Rekognition
- Introduction to AWS DeepLens
- Deep Dive on Amazon Rekognition
Amazon Web Services
- Work on AWS using S3
- Import and export data
- Use the AWS console and identify the services
- Create a S3 bucket and import text data
Day Three
Amazon AI Services:
- Introduction to Amazon Comprehend
- Introduction to Amazon Comprehend Medical
- Introduction to Amazon Translate
- Introduction to Amazon Transcribe
- Deep Dive with Amazon Transcribe
Summarize Text Documents using NLP
- Use Amazon Comprehend
- Extract information from a set of documents
Day Four
Topic Modeling and Theme Extraction
- Understand what business use cases to apply the machine learning algorithm
- Extract and analyze common themes through topic modeling with Amazon Comprehend
Day Five
Creating Chatbot with Natural Language
- Explore the basics of chatbots
- Set up with the Amazon Lex service
- Create a sample chatbot to order flowers
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