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Credit Card Defaulter DataSet Part 1

Nov 22, 20221 min read

Data Set Link : https://www.kaggle.com/datasets/uciml/default-of-credit-card-clients-dataset Introduction to the data set Limit_Bal - Credit Balance...

Credit Card Defaulter DataSet Part 1

EDA on ALGERIAN FOREST Data Set

Oct 5, 20222 min read

Introduction to the data set This data set has the following features as input columns date ( self-explanatory) currently given in strings day (...

Feature Scaling

Sep 16, 20222 min read

Introduction to Feature Scaling It is the last step in feature transformation. Feature Scaling is a method to standardize the independent features...

Feature Scaling

Feature Engineering

Sep 14, 20221 min read

What is feature engineering? It is the process of using domain knowledge to extract features from raw data In the machine learning development life...

Feature Engineering

Exploratory Data Analysis

Sep 10, 20224 min read

EDA can be divided into 3 types Univariate (single column analysis) Bi-variate (two-column analysis) Multivariate (more than two column...

Exploratory Data Analysis

7 Basic Questions to ask to Data Before Performing EDA

Sep 9, 20221 min read

7 Basic Questions to ask to Data Before Performing Eda shape of the data First 5 / Last 5 Records Checking For Columns which have null...