Welcome videoIntroductionPrerequisitesApplications of Machine LearningColab: Python and Colab PrimerWhat is Machine Learning?Converting Celcius to FahrenheitRecap of what we have learned so farInterview with Sebastian - Future impact of Deep LearningIntroduction: The Dense LayerFashion MNIST DatasetNeural NetworkTraining and TestingColab: Fashion MNISTCelcius vs MNISTSummary: Fashion MNIST (+ an intro lesson on Regression)Interview with Sebastian on CNNIntroduction to CNNsConvolution TechniqueMax PoolingRecap on CNNsInterview with Sebastian, Udacity co-founder
Recap on CNNs
Summary and recap of this lesson:
Colab with Fashion MNIST with CNNs
Colab Notebook
To access the Colab Notebook, login to your Google account and click on the link below:
Summary
If you want to know more details about how CNNs works make sure to check out this Comprehensive Guide to Convolutional Neural Networks
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