PinnedSwayanshu Shanti PragnyaSpiking NeuronIn this video, I have explained the role of Neurons in the human brain. Illustrated the performance differences of Artificial Neuron and…Aug 30, 2021Aug 30, 2021
PinnedSwayanshu Shanti PragnyaMethods to analyze Clustered DataIn this video, I have explained the mathematics behind the mixed model approach which we will perform to analyze clustered data.Apr 15, 2021Apr 15, 2021
PinnedSwayanshu Shanti PragnyaAn Extensive Guide for Health Care Data Analysis using R(Machine Learning Algorithms, GLM)This article is all about detailed Base Model analysis of the Diabetes Data which includes the following analysis:Nov 19, 2020Nov 19, 2020
Swayanshu Shanti PragnyaThe STAR Method for Winning Data Science InterviewThe STAR Method, a crucial tool for data science project explanations, helps organize answers to cover all crucial parts of a project. It…Aug 17, 2023Aug 17, 2023
Swayanshu Shanti PragnyaSoftware Engineering for Data Scientists[Disclaimer: This post contains Github/book/article affiliate links]May 26, 2023May 26, 2023
Swayanshu Shanti PragnyaSteps to Publish Your Own Python Package to The Python Package Index (PyPI)Generally, we import multiple libraries or functions to solve a specific problem. We can make it easier by combining all of those…Jan 18, 2022Jan 18, 2022
Swayanshu Shanti PragnyaVADER (Valence Aware Dictionary and sentiment Reasoner) Sentiment AnalysisSentiment Analysis is the way of computationally determining whether a piece of writing is positive, negative, or neutral. It’s also…Jan 16, 20221Jan 16, 20221
Swayanshu Shanti PragnyaCorrelation of Linear regression with Neural NetworksAs the title says in this article, I will illustrate that neural networks (NNs) are just expansions of linear regression (LR).Jul 29, 2021Jul 29, 2021
Swayanshu Shanti PragnyaInterpret Regression Analysis Results using R: Biomedical DataBased on the use-case our data speaks a lot of stories but depicting the appropriate meaning is different than just using pre-existing…Nov 6, 2020Nov 6, 2020