Practical Deep Learning For Coders
Other, , Prof. Jeremy Howard
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Updated On 02 Feb, 19
Learn how to build state of the art models without needing graduate-level mathbut also without dumbing anything down.
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NB: Please go to http://course.fast.ai to view this video since there is important updated information there. If you have questions, use the forums at http://forums.fast.ai
You will learn more about image classification, covering several core deep learning concepts that are necessary to get good performance: what a learning rate is and how to choose a good one, how to vary your learning rate over time, how to improve your model with data augmentation (including test-time augmentation). We also share practical tips (such as training on smaller images), an 8-step process to train a world-class image classifier, and more information on your hardware setup (including crestle, paperspace, and AWS as options).
Sep 12, 2018
Excellent course helped me understand topic that i couldn't while attendinfg my college.
March 29, 2019
Great course. Thank you very much.