PinnedSwayanshu Shanti PragnyainAnalytics VidhyaSpiking NeuronIn this video, I have explained the role of Neurons in the human brain. Illustrated the performance differences of Artificial Neuron and…4 min read·Aug 30, 2021----
PinnedSwayanshu Shanti PragnyainAnalytics VidhyaMethods to analyze Clustered DataIn this video, I have explained the mathematics behind the mixed model approach which we will perform to analyze clustered data.4 min read·Apr 15, 2021----
PinnedSwayanshu Shanti PragnyainAnalytics VidhyaAn 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:7 min read·Nov 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…1 min read·Aug 17, 2023----
Swayanshu Shanti PragnyaSoftware Engineering for Data Scientists[Disclaimer: This post contains Github/book/article affiliate links]4 min read·May 26, 2023----
Swayanshu Shanti PragnyainAnalytics VidhyaOlympics Data Analysis for Triathlon SportOverview7 min read·May 21, 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…2 min read·Jan 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…3 min read·Jan 16, 2022----
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).3 min read·Jul 29, 2021----
Swayanshu Shanti PragnyainAnalytics VidhyaInterpret 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…5 min read·Nov 6, 2020----