From the course: AI Product Security: Testing, Validation, and Maintenance

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Setting up a testing lab

Setting up a testing lab

From the course: AI Product Security: Testing, Validation, and Maintenance

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Setting up a testing lab

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- [Narrator] When we're learning how to defend our AI systems, we need to have a test lab available to do our research and testing. For some systems, we'll use an online service such as ChatGPT. And we can also use an online lab, such as Google's Colab. However, there'll be some testing that we want to run locally. We may want to test pretrained models, we may want to augment the training of a pretrained model, or we may want to train our own models. If you haven't already installed them, you should install Python from the Microsoft Store onto your workstation, and then install Jupyter Notebooks using the command pip install jupyter. we can then start up Jupyter Notebooks with a command jupyter notebook. We're now in our local Notebook portal. We'll leave this for the moment and go check out CoLab. Google CoLab is a great resource for running testing, offering a free tier subscription which enables use not only of a…

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