Who should attend
This event is intended for:
Individuals interested in building solutions with machine learning – no machine learning experience required!
During this event, you will learn:
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?
Outline: AWS Discovery Day – Machine Learning Basics (AWSDD-MLB)
Section 1: Machine learning basics
Classical programming vs. machine learning approach
What is a model?
Algorithm features, weights, and outputs
Machine learning algorithm categories
Section 2: What is deep learning?
How does deep learning work?
How deep learning is different
Section 3: The Machine Learning Pipeline
Data collection and integration
Data processing and visualization
Model training and tuning