PinnedRamanpreet SinghinSquadStack EngineeringMonorepo for React Native: When to Use, When Not to UseBy Ramanpreet SinghNov 8, 2022Nov 8, 2022
Ramanpreet SinghRobotic Process Automation (RPA)Robotic Process Automation(RPA) allows organizations to automate task just like a human being was doing them across application and…Feb 12, 2019Feb 12, 2019
Ramanpreet SinghLinear Discriminant Analysis(LDA)Linear Discriminant Analysis is a dimensionality reduction technique used as a preprocessing step in Machine Learning and pattern…Feb 3, 2019Feb 3, 2019
Ramanpreet SinghRandom ForestsRandom Forest is a flexible, easy to use machine learning algorithm that produces, even without hyper-parameter tuning, a great result…Feb 3, 2019Feb 3, 2019
Ramanpreet SinghSupport Vector Machines(SVM)A Support Vector Machine (SVM) is a discriminative classifier formally defined by a separating hyperplane. In other words, given labeled…Feb 3, 2019Feb 3, 2019
Ramanpreet SinghNeural NetworksNeural networks and deep learning are big topics in Computer Science and in the technology industry, they currently provide the best…Feb 3, 2019Feb 3, 2019
Ramanpreet SinghDecision TreesDecision tree is the most powerful and popular tool for classification and prediction. A Decision tree is a flowchart-like tree structure…Feb 3, 2019Feb 3, 2019
Ramanpreet SinghLogistic RegressionIt’s a classification algorithm, that is used where the response variable is categorical. The idea of Logistic Regression is to find a…Feb 3, 2019Feb 3, 2019
Ramanpreet SinghLinear RegressionLinear Regression is a machine learning algorithm based on supervised learning. It performs a regression task. Regression models a target…Feb 2, 2019Feb 2, 2019
Ramanpreet SinghData Preprocessing for Machine LearningData Preprocessing is a technique that is used to convert the raw data into a clean data set. In other words, whenever the data is…Feb 2, 2019Feb 2, 2019