Unit 7: Vision and Perspectives
Vision
Students who complete this unit will demonstrate that they can:
- Describe the structure of a convolutional neural network (CNN) and explain its use in image classification
- Describe the structure of the data provided as input to an image classifier in terms of batches and labels
- Explain the concept of transfer learning and how it is used in practice
- Identify some of the major milestones in the history of AI.
- Explain examples of social impacts of AI systems in wide use today
- Explain examples of biases in AI systems.
Contents
Preparation 7 (draft!)
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From Class Week 7 (draft!)
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Lab 7: Image Operations (draft!)
The content may not be revised for this year. If you really want to see it, click the link above.