data-science-projects

This repo stores my data science / analytics projects

Image Processing

• Image compression with singular value decompostion (SVD) View

• Image compression with fast Fourier transform (FFT) View

• Image compression with Wavelet Transform (WT) View

Classical Machine Learning

• Multivariable regression View

Deep Learning and Neural Networks

• Stock price prediction using recurrent neural networks (RNN) and long short term memory (LSTM) networks View

• Hand gesture recongization using deep neural networks (NN) and tensorflow View

• Hand gesture recongization using convolutional neural networks (CNN) View

• Residual networks (ResNets), a very deep CNN View

• Object detection for autonomous driving using you-only-look-once (YOLO) algorithm View

• 2D planar data classification with neural networks (NN) View

• Tuning deep neural networks: regularization View

• Tuning deep neural networks: different optimization methods View

HTML Preview Tool

GitHub & BitBucket HTML Preview https://htmlpreview.github.io

Usage: http://htmlpreview.github.io/?<url>

Interesting Websites

Spurious Correlations https://www.tylervigen.com/spurious-correlations

Top 10 Aglorithms of the 20th Century https://archive.siam.org/pdf/news/637.pdf