Published inNerd For TechIntroduction to Exploratory Data Analysis (EDA)Exploratory Data Analysis (EDA) is the process of visualizing and analyzing data to extract insights from it. Sometimes what we see with…Mar 19, 20211Mar 19, 20211
Parquet file -ExplainedI realize that you may have never heard of the Apache Parquet file format. Similar to a CSV file, Parquet is a type of file.Mar 16, 2021Mar 16, 2021
Published inDataDrivenInvestorCross-Validation TechniquesFor any model in machine learning it is considered as best practice if the model is tested with an independent data set. Usually, any…Mar 15, 2021Mar 15, 2021
Published inDataDrivenInvestorA Quick Guide to BoostingBoosting is an ensemble meta-algorithm that is primarily used for reducing bias and variance in supervised learning. It is a process that…Mar 10, 2021Mar 10, 2021
Published inGeek CultureSimple and Multiple Linear RegressionLinear regression is one of the well known and well understood algorithms in statistics and machine learning. It is one of the machine…Mar 6, 2021Mar 6, 2021
Published inNerd For TechBias and Variance Trade-offFor any model to perform well the error needs to be reduced. The correct balance of bias and variance is important for building any…Mar 4, 2021Mar 4, 2021
Published inGeek CultureA Simple Introduction to Decision Tree and Support Vector Machines (SVM)Decision tree and Support vector machines are the popular tools used in Machine learning to make predictions. Both these algorithms can be…Feb 1, 2021Feb 1, 2021
