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Jan 20, 20233 min read
Why is the Pulse Oximeter Racist?
A pulse oximeter is a medical device that measures the oxygen saturation of a person’s blood and their heart rate. It typically consists...


Sep 8, 20172 min read
Sample Size Estimation for Machine Learning Models Using Hoeffding’s Inequality
Wassily Hoeffding (1914 -1991) was one of the founding fathers of non- parametric statistics (picture credit: http://stat-or.unc.edu)...


Apr 2, 20143 min read
Python Code and Normal Distribution: Writing CDF from Scratch
Normal Distribution CDF Normal Distribution is one of ‘the’ most applicable distribution in statistics. For some time I have been trying...

Feb 24, 20143 min read
Welcome To The Science of Synthetic Sociology
Systems biology is studying biology as a holistic system which is in strict contrast to the traditional/orthodox way of studying biology,...


Dec 15, 20138 min read
Advanced Correlation & Covariance Analysis II: Analyzing Large Datasets in Python
In my last post I demonstrated how to perform covariance and correlation analysis properly(i.e with all the glitz and glam of decision...


Jul 26, 20133 min read
Bioinformatics with Python: FASTA Format Reader
picture credit: nmpdr.org FASTA file format is a text based file format of nucleotide or peptide sequences. It is widely used in...
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