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Dr. David Ruby, PhD's Projects

bird-lens icon bird-lens

Ever wonder what birds stop by your feeder while you are away? Me too, so I pieced together a few AWS services that allow my DeepLens to do the work for me.

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

datacamp_facebook_live_titanic icon datacamp_facebook_live_titanic

DataCamp Facebook Live Code Along Session 2: Learn how to complete a Kaggle competition using exploratory data analysis, data munging, data cleaning and machine leaning. Enjoy.

demos icon demos

The queries behind the ads.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

micrograd icon micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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