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SquadStack Engineering

Monorepo for React Native: When to Use, When Not to Use

By Ramanpreet Singh

6 min readNov 8, 2022

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Monorepo for React Native: When to Use, When Not to Use

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Ramanpreet Singh

Robotic Process Automation (RPA)

Robotic Process Automation(RPA) allows organizations to automate task just like a human being was doing them across application and…

3 min readFeb 12, 2019

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Robotic Process Automation (RPA)

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Ramanpreet Singh

Linear Discriminant Analysis(LDA)

Linear Discriminant Analysis is a dimensionality reduction technique used as a preprocessing step in Machine Learning and pattern…

1 min readFeb 3, 2019

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Linear Discriminant Analysis(LDA)

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Ramanpreet Singh

Random Forests

Random Forest is a flexible, easy to use machine learning algorithm that produces, even without hyper-parameter tuning, a great result…

3 min readFeb 3, 2019

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Ramanpreet Singh

Support Vector Machines(SVM)

A Support Vector Machine (SVM) is a discriminative classifier formally defined by a separating hyperplane. In other words, given labeled…

2 min readFeb 3, 2019

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Support Vector Machines(SVM)

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Ramanpreet Singh

Neural Networks

Neural networks and deep learning are big topics in Computer Science and in the technology industry, they currently provide the best…

1 min readFeb 3, 2019

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Neural Networks

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Ramanpreet Singh

Decision Trees

Decision tree is the most powerful and popular tool for classification and prediction. A Decision tree is a flowchart-like tree structure…

3 min readFeb 3, 2019

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Decision Trees

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Ramanpreet Singh

Logistic Regression

It’s a classification algorithm, that is used where the response variable is categorical. The idea of Logistic Regression is to find a…

3 min readFeb 3, 2019

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Logistic Regression

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Ramanpreet Singh

Linear Regression

Linear Regression is a machine learning algorithm based on supervised learning. It performs a regression task. Regression models a target…

2 min readFeb 2, 2019

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Linear Regression

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Ramanpreet Singh

Data Preprocessing for Machine Learning

Data Preprocessing is a technique that is used to convert the raw data into a clean data set. In other words, whenever the data is…

5 min readFeb 2, 2019

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Data Preprocessing for Machine Learning

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Ramanpreet Singh

Ramanpreet Singh

A computer science student having a keen interest in full-stack development, data science, and automobiles. Love to read books and on a journey to explore life

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