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Amir Masoud Sefidian
February 13, 2021
Published by
Amir Masoud Sefidian
at
February 13, 2021
Categories
Python
Software Engineering
Python testing tutorial using pytest
Testing your code brings a wide variety of benefits. It increases your confidence that the code behaves as you expect and […]
February 8, 2021
Published by
Amir Masoud Sefidian
at
February 8, 2021
Categories
Python
Maximum Likelihood Estimation (MLE) and Maximum A Posteriori (MAP) Simply explained
Maximum Likelihood Estimation (MLE) and Maximum A Posteriori (MAP) estimation are method of estimating parameters of statistical models. Despite a […]
December 18, 2020
Published by
Amir Masoud Sefidian
at
December 18, 2020
Categories
Artificial Intelligence
Data Science
Machine Learning
Python
How to determine epsilon and MinPts parameters of DBSCAN clustering
Every data mining task has the problem of parameters. Every parameter influences the algorithm in specific ways. For DBSCAN, the […]
November 24, 2020
Published by
Amir Masoud Sefidian
at
November 24, 2020
Categories
Python
A review on Deep learning based recommendation systems
Source: https://jameskle.com/writes/rec-sys-part-2 INTRODUCTION The number of research publications on deep learning-based recommendation systems has increased exponentially in the past recent […]
May 9, 2020
Published by
Amir Masoud Sefidian
at
May 9, 2020
Categories
Python
Installing g++ (C++ Compiler) on Windows
Follow these steps to install g++ (the GNU C++ compiler) for Windows. There is no room for creativity here; you must […]
April 26, 2020
Published by
Amir Masoud Sefidian
at
April 26, 2020
Categories
Python
Common behavioral questions in job interviews
1. Getting to Know You What motivates you at work? Describe what your preferred supervisor—employee relationship looks like. What two […]
April 26, 2020
Published by
Amir Masoud Sefidian
at
April 26, 2020
Categories
Python
A good LinkedIn profile checklist
Here is a list of rules to make your LinkedIn profile professional: General Criteria Meet Specification Overall, profile is professional, […]
February 21, 2020
Published by
Amir Masoud Sefidian
at
February 21, 2020
Categories
Artificial Intelligence
Data Analysis
Data Science
Machine Learning
Python
Walkthrough of an exploratory analysis for classification problems
In this post I outline how to perform an exploratory analysis for a binary classification problem. I am going to […]
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