Was: AWS – Discovery Day Machine Learning Basics
Wo: Claranet Switzerland GmbH - Althardstrasse 80, 8105 Regensdorf
Von: Do, 14.03.2024 14:30
Bis: Do, 14.03.2024 16:30
Zugang: Do, 14.03.2024 09:00

AWS – Discovery Day Machine Learning Basics

AWS Discovery Day – Machine Learning Basics
Are you interested in machine learning, but not sure where to start? Join us for this session to learn the basic concepts and demystify the basics.

Key Learnings
• 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?

Contents
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

Target audience
• Developers
• Solution architects
• Data engineers
• Individuals interested in building solutions with machine learning – no machine learning experience required!

Die Informationsveranstaltung wird in Englisch durchgeführt.

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