Webinar

AWS Discovery Day – Machine Learning Basics («AWSDDM»)

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.
Duration 1.5 hours
Price 0.–
Time: 10:30am - 12:00am
Register

Course facts

  • 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?
 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.

Module 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
Module 2: What is deep learning?
  • How does deep learning work?
  • How deep learning is different
Module 3: The Machine Learning Pipeline
  • Business problem
  • Data collection and integration
  • Data processing and visualization
  • Feature engineering
  • Model training and tuning
  • Model evaluation
  • Model deployment
Module 4: What are my next steps?
  • Resources to continue learning
  • Developers
  • Solution architects
  • Data engineers
  • Individuals interested in building solutions with machine learning - no machine learning experience required!

Questions

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