Blog - Amir Masoud Sefidian

May 20, 2020

Published by Amir Masoud Sefidian at May 20, 2020

Categories

Transfer Learning in Convolutional Neural Networks simply explained

Transfer learning involves taking a pre-trained neural network and adapting the neural network to a new, different data set. Depending […]

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 […]

May 2, 2020

Published by Amir Masoud Sefidian at May 2, 2020

Categories

Kalman Filter Simply Explained

Let’s start from what a Kalman filter is: It’s a method of predicting the future state of a system based […]

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

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 […]

February 5, 2020

Published by Amir Masoud Sefidian at February 5, 2020

Categories

Dealing with Imbalanced Data

https://towardsdatascience.com/methods-for-dealing-with-imbalanced-data-5b761be45a18 https://towardsdatascience.com/methods-for-dealing-with-imbalanced-data-5b761be45a18 Imbalanced classes are a common problem in machine learning classification where there are a disproportionate ratio of observations […]

February 3, 2020

Published by Amir Masoud Sefidian at February 3, 2020

Categories

Exploratory Data Analysis

https://towardsdatascience.com/exploratory-data-analysis-8fc1cb20fd15 https://medium.com/omarelgabrys-blog/statistics-probability-exploratory-data-analysis-714f361b43d1 https://www.kaggle.com/ekami66/detailed-exploratory-data-analysis-with-python https://www.kaggle.com/dvigneshwer/kernele7f4dbb964/notebook Visualizing the distribution of a dataset — seaborn 0.10.0 documentationhttps://seaborn.pydata.org/tutorial/distributions.html https://www.kaggle.com/kashnitsky/topic-1-exploratory-data-analysis-with-pandas https://iq.opengenus.org/exploratory-data-analysis-python/ Plotting with categorical data […]