AWS Discovery Day: Machine Learning Basics
DURATION
3 Hours
PRICE
Free
LEVEL
Foundational
Get an official introduction to AWS from one of the only organizations authorized to deliver it
Sunset Learning Institute is an Authorized AWS Training Partner and providing this complimentary 3 hour AWS Discovery Day course. AWS Discovery Day is designed to introduce AWS cloud computing concepts and foundational infrastructure services. The event is particularly relevant for customers who have recently signed up with AWS, or for those who simply want to grasp the basics of the AWS cloud platform.
course details
Course Overview:
Are you interested in machine learning, but not sure where to start? Join us for this session with an AWS expert and demystify the basics. Using real-world examples, you’ll learn about important concepts, terminology, and the phases of a machine-learning pipeline. Learn how you can unlock new insights and value for your business using machine learning.
By attending this event, you will learn how to:
- What is Machine Learning?
- What is the machine learning pipeline, and what are its phases?
- What is the difference between supervised and unsupervised learning?
- What is reinforcement learning?
- What is deep learning?
Preresequisites:
- None
This course is intended for:
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Developers
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Solution architects
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Data engineers
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Individuals interested in building solutions with machine learning – no machine learning experience required!
Course Outline:
Section 1: Machine learning basics
- Classical programming vs. machine learning approach
- What is a model?
- Algorithm features, weights, and outputs
- Machine learning algorithm categories
- Supervised algorithms
- Unsupervised algorithms
- Reinforcement learning
Section 2: What is deep learning?
- How does deep learning work?
- How deep learning is different
Section 3: The Machine Learning Pipeline
- Overview
- Business problem
- Data collection and integration
- Data processing and visualization
- Feature engineering
- Model training and tuning
- Model evaluation
- Model deployment
Section 4: What are my next steps?
- Resources to continue learning
AWS Training at Sunset Learning Institute
When you choose Sunset Learning Institute (SLI) for your AWS training you will know that you are gaining a trusted partner to guide you down your learning journey to success.
You will have access to authorized AWS curriculum, a personalized learning journey built and customized to the needs of you and your team, convenient Instructor-Led Training (ILT) training options, and the ROI of being confident in your skills and innovate faster!
