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Classroom Contents
Applied AI - Real-World Use Cases for Microsoft’s Azure Cognitive Services
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- 1 Introduction
- 2 What is Artificial Intelligence
- 3 What is Machine Learning
- 4 Example of Machine Learning
- 5 Decision Trees
- 6 Azure Notebook
- 7 Why is it problematic
- 8 What is deep learning
- 9 What deep learning can do
- 10 What deep learning can do with text
- 11 Alpha
- 12 Image Classification
- 13 Getting started with AI
- 14 Why GPUs
- 15 Why FPGAs
- 16 Data Science Virtual Machines
- 17 Machine Learning Models
- 18 Guessing Face Placement
- 19 Open Source Code
- 20 Chat Bot Example
- 21 Code
- 22 Cognitive Services
- 23 Live Demo
- 24 Learning Resources
