Deep Learning Onramp

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Deep Learning Onramp provided by MATLAB Academy is a comprehensive online course, which lasts for 2 hours worth of material. Deep Learning Onramp is taught by Renee Bach. Upon completion of the course, you can receive an e-certificate from MATLAB Academy. The course is taught in Englishand is Free Certificate. Visit the course page at MATLAB Academy for detailed price information.

MathWorks via MATLAB Academy

2 hours worth of material

Self Paced

- Introduction: Familiarize yourself with Deep Learning concepts and the course.
- Using Pretrained Networks: Perform classifications using a network already created and trained.
- Managing Collections of Image Data: Organize and process images to make them usable with a given network.
- Performing Transfer Learning: Modify a pretrained network to classify images into specified classes.
- Conclusion: Learn next steps and give feedback on the course.

Syllabus

- Deep Learning for Image Recognition
- Course Example - Identify Objects in Some Images
- Making Predictions
- CNN Architecture
- Investigating Predictions
- Image Datastores
- Preparing Images to Use as Input
- Processing Images in a Datastore
- Create a Datastore Using Subfolders
- What is Transfer Learning
- Components Needed for Transfer Learning
- Preparing Training Data
- Modifying Network Layers
- Setting Training Options
- Training the Network
- Evaluating Performance
- Transfer Learning Summary
- Project - Roundworm Vitality
- Additional Resources
- Survey

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Language

English
Certificate
Certificate Available
Date of Start
30th December, 2022
Price
Free Certificate
Provider
MATLAB Academy
Taught By

Renee Bach
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