on Translucent Computing
Slow Performance Test Notebook
Notebook for profiling slow performance in Python using mprun magic command with code in separate files.
Blog
Articles on building things — cloud platforms, AI agents, data pipelines, mobile apps, and the occasional robotic arm.
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2019
on Translucent Computing
ML in Frequency Domain?
Explores machine learning approaches applied to frequency domain analysis of time-series data.
on Translucent Computing
Fourier Series From Points
Mathematical exploration of computing Fourier series from data points, with applications to machine learning using Python and Jupyter Notebook.
2014
on Translucent Computing
Principal Component Analysis for Machine Learning
Discusses PCA, SVD, covariance, and dimensionality reduction techniques for large dataset analysis and image compression.
on Translucent Computing
Machine Learning -- Hand Written Numbers Recognition
Explores neural network fundamentals for recognizing handwritten digits, covering perceptrons, sigmoid functions, and backpropagation.