When Will COVID-19 End in Pakistan?
[This Article is written on 6th May 2020, with data up to 5th May. Updates will be made as data becomes available ] In my last post, I...
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May 3, 202010 min read
Fate Of Covid-19 In Pakistan (The Truth vs Media Reports)
[ This Article is written on 1st May 2020. Updates will be made as data becomes available ] Eugene Wigner, A Nobel Laureate in Physics...
Feb 6, 20183 min read
Approaching Machine Learning: The ‘Easy’ Way
Many students approach me to ask what is the ‘easy’ course in Machine Learning and Data Science and how can they easily understand...
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)...
May 31, 20141 min read
Linear Algebra Routine II: Matrix Transpose in Python
Note that, during the operation number of rows and columns are swapped; T(x) – Takes a single argument as a matrix in the form of a list...
May 30, 20142 min read
Inverse of Incomplete Beta Function: Computational Statistician’s Fantasy
This function has remarkable practical implications. We will see the importance of it in my future posts when I develop a powerful,...
May 28, 20148 min read
Writing Linear Algebra Routine I: Power of a Python List
An m×n matrix consists of m rows and n columns. Python lists can behave very much like matrices if one could properly index them. For...
Apr 15, 20143 min read
The Beautiful Beta Functions: In Raw Python!
Plots of Complete Beta Functions For almost a week I have been trying very very hard to bend the computer to code for the incomplete Beta...
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...
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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