PinnedRina MondalinPython’s GurusData Science Roadmap — 2024In this blog I will provide the complete roadmap of Data Science.Jan 34Jan 34
Rina MondalFeature Transformation- Part of Feature EngineeringFeature transformation involves changing the original features in your dataset to new representations that may be more suitable for model…2d ago2d ago
Rina MondalZ-Score to identify and remove outliers | Exploratory Data AnalysisA z-score, also known as a standard score, is a statistical measure that indicates how many standard deviations a data point is from the…4d ago4d ago
Rina MondalData Cleaning- Exploratory Data AnalysisData cleaning, also known as data cleansing or data preprocessing, is a crucial step in the data preparation process that involves…Jul 4Jul 4
Rina MondalinWomen in TechnologyLog Transformation to Mitigate the Effect of Outliers | Data Cleaning | Exploratory Data AnalysisHandling outliers is a crucial aspect of data analysis. Outliers can skew results and lead to misleading conclusions. Instead of removing…Jul 3Jul 3
Rina MondalUsing Inter Quartile Range to Remove Outliers From a Dataset |Data Cleaning |Exploratory Data…Outliers are data points that differ significantly from other observations in a dataset. They can be unusually high or low compared to the…Jun 29Jun 29
Rina MondalHow to Handle Missing Data | Data Cleaning | Exploratory Data AnalysisMissing data means a value that is not stored for a variable in a set of data. Handling missing data is a critical step in data cleaning…Jun 28Jun 28
Rina MondalinWomen in TechnologyExploratory Data Analysis — Part 1After we formulate the problem and gather relevant data, out job is to do Exploratory Data Analysis. We can say, Exploratory Data Analysis…Jun 25Jun 25
Rina MondalHow to Gather Data for Data Science ProjectWhen starting a Data Science project, gathering the dataset is crucial and can be approached in various ways.Jun 24Jun 24
Rina MondalData Science Project LifecycleData Science is all about predicting the future outcome based on past data. It is about extracting insights and knowledge from structured…Jun 21Jun 21