PinnedVishal PatilImportance of Exploratory Data Analysis in the Journey of Data Science Project (Part I)This is the first part of the article containing the detailed EDA performed on the Car dataset and the second part consists of machine…4 min read·Nov 26, 2021----
Vishal PatilExploring Data with Ease: An Introduction to Pandas ProfilingAlso Known as ydata-profiling (https://pypi.org/project/ydata-profiling)3 min read·Jul 17, 2023----
Vishal PatilEvaluation Metrics For Regression ModelsThis article provides the most common metrics that every Data Scientist must know while evaluating the performance of the Regression model…4 min read·Dec 12, 2021----
Vishal PatilEvaluation Metrics for Classification Models in Machine Learning.This article provides the most common metrics that every Data Scientist must know while evaluating a classification model in a machine…7 min read·Dec 11, 2021----
Vishal PatilSQL for Data ScienceThe main purpose of this article is to understand the importance of SQL(Structured Query Langauge) as the Data Scientist. I would say SQL…4 min read·Dec 2, 2021----
Vishal PatilFeature Engineering and Modeling phase in the journey of Data Science project (Part II)This is the second part of the article consists of next important phase after performing EDA is selecting appropriate dependent and…4 min read·Nov 27, 2021----