The Best Way to Visualize a Dataset Easily
In this video, we'll visualize a dataset of body metrics collected by giving people a fitness tracking device. We'll go over the steps necessary to preprocess the data, then use a technique called T-SNE to reduce the dimensionality of our data so we can visualize it.
Code + challenge for this video:
https://github.com/llSourcell/visualize_dataset_demo
Keagan's winning code:
https://github.com/WeldFire/prepare_dataset_challenge
Vishal's runner-up code:
https://github.com/erilyth/Pokemon-Type-Classification-Challenge
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
Live T-SNE demo in the browser:
http://cs.stanford.edu/people/karpathy/tsnejs/
More learning resources:
https://www.oreilly.com/learning/an-illustrated-introduction-to-the-t-sne-algorithm
https://indico.io/blog/visualizing-with-t-sne/
http://blog.applied.ai/visualising-high-dimensional-data/
http://machinelearningmastery.com/visualize-machine-learning-data-python-pandas/
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And please support me on Patreon:
https://www.patreon.com/user?u=3191693
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Видео The Best Way to Visualize a Dataset Easily канала Siraj Raval
Code + challenge for this video:
https://github.com/llSourcell/visualize_dataset_demo
Keagan's winning code:
https://github.com/WeldFire/prepare_dataset_challenge
Vishal's runner-up code:
https://github.com/erilyth/Pokemon-Type-Classification-Challenge
Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/
Live T-SNE demo in the browser:
http://cs.stanford.edu/people/karpathy/tsnejs/
More learning resources:
https://www.oreilly.com/learning/an-illustrated-introduction-to-the-t-sne-algorithm
https://indico.io/blog/visualizing-with-t-sne/
http://blog.applied.ai/visualising-high-dimensional-data/
http://machinelearningmastery.com/visualize-machine-learning-data-python-pandas/
Please subscribe! And like. And comment. That's what keeps me going.
And please support me on Patreon:
https://www.patreon.com/user?u=3191693
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Signup for my newsletter for exciting updates in the field of AI:
https://goo.gl/FZzJ5w
Hit the Join button above to sign up to become a member of my channel for access to exclusive content!
Видео The Best Way to Visualize a Dataset Easily канала Siraj Raval
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