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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...
May 6, 20202 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...
May 3, 202010 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...
Feb 7, 20183 min read


AI: The New Name Of Statistics
ایک ہی حادثہ تو ہے اور وہ یہ کہ آج تک بات نہیں کہی گئی ، بات نہیں سنی گئی جون ایلیا ~ The only catastrophe till now has been, that;...
Dec 18, 20174 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)...
Sep 8, 20172 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 31, 20141 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 30, 20142 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...
Apr 2, 20143 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...
Dec 15, 20138 min read
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