Abhilash Singh – Medium

Abhilash Singh
in
Nerd For Tech

Why distance from the road is considered a potential input feature in machine learning modeling of…

In recent years, researchers have started incorporating distance from the road-rail network as an input feature in solving Earth science…

3 min readSep 3, 2022

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Why distance from the road is considered a potential input feature in machine learning modeling of…

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Abhilash Singh
in
Nerd For Tech

Why feature scaling (or standardization) is important in machine learning?

Among various feature engineering steps, feature scaling is one of the most important tasks. In machine learning, it is necessary to bring…

3 min readSep 25, 2021

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Why feature scaling (or standardization) is important in machine learning?

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Abhilash Singh
in
Nerd For Tech

How to compare multiple machine learning models?

In this article, we will discuss the performance metrics that we must use when we have to compare multiple machine learning models…

3 min readSep 22, 2021

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How to compare multiple machine learning models?

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Abhilash Singh
in
Analytics Vidhya

Support Vector Regression (SVR) Model: A Regression-Based Machine Learning Approach

In this article, we will briefly discuss the SVR model. We will discuss three types of SVR namely, S-SVR (Scaling-SVR), Z-SVR…

7 min readNov 20, 2020

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Support Vector Regression (SVR) Model: A Regression-Based Machine Learning Approach

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Abhilash Singh
in
Nerd For Tech

Linear Regression plot with Confidence Intervals in MATLAB

In this article, we will discuss a simple code to plot a Linear Regression (LR) curve. The code is written in MATLAB and can be downloaded…

1 min readJul 29, 2020

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Linear Regression plot with Confidence Intervals in MATLAB

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Abhilash Singh
in
Analytics Vidhya

Soil moisture estimation from microwave satellite images (Big data)

In this article, we will discuss the detailed process of surface soil moisture (top 5 cm) estimation using satellite images. This article…

7 min readJul 16, 2020

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Soil moisture estimation from microwave satellite images (Big data)

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Abhilash Singh
in
Analytics Vidhya

Principal Component Analysis (PCA) on images in MATLAB, A Graphical User Interface (GUI)

In this article, we will first discuss the basics of PCA and how we can use PCA in MATLAB. After that, we will try to answer a fundamental…

4 min readNov 27, 2019

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Principal Component Analysis (PCA) on images in MATLAB, A Graphical User Interface (GUI)

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Abhilash Singh

Abhilash Singh

Researcher at Indian Institute of Science Education and Research Bhopal. Subscribe my YouTube channel: https://www.youtube.com/channel/UC3YYrAOSNRXvG8Tud3XepYA

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