May 20, 2020
Published by Amir Masoud Sefidian at May 20, 2020
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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 […]
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May 9, 2020
Published by Amir Masoud Sefidian at May 9, 2020
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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 […]
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May 2, 2020
Published by Amir Masoud Sefidian at May 2, 2020
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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 […]
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April 26, 2020
Published by Amir Masoud Sefidian at April 26, 2020
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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 […]
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April 26, 2020
Published by Amir Masoud Sefidian at April 26, 2020
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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, […]
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February 21, 2020
Published by Amir Masoud Sefidian at February 21, 2020
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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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February 5, 2020
Published by Amir Masoud Sefidian at February 5, 2020
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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 […]
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February 3, 2020
Published by Amir Masoud Sefidian at February 3, 2020
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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 […]
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