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 datadan.io
AI building blocks - from scratch with Python - Data Dan
| | dennybritz.com
Implementing a Neural Network from Scratch in Python · Denny's Blog
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| | All the code is also available as an Jupyter notebook on Github.
| | towardsdatascience.com
Your First Neural Network in PyTorch | Towards Data Science
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| | Let's get that PC warm.
| | michael-lewis.com
A machine learning glossary for hackers · Michael I Lewis
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| | This is a short summary of some of the terminology used in machine learning, with an emphasis on neural networks. I've put it together primarily to help my own understanding, phrasing it largely in non-mathematical terms. As such it may be of use to others who come from more of a programming than a mathematical background.
| | wtfleming.github.io
Cats vs Dogs - Part 2 - 98.6% Accuracy - Binary Image Classification with Keras and Transfer Learning
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| [AI summary] This article demonstrates how to achieve 98.6% accuracy in binary image classification of cats and dogs using Keras and transfer learning with the VGG16 model.