D VargheseinArtificial Intelligence in Plain EnglishCurse Of Dimensionality and Principal Component Analysis (PCA)Data is fun series — concepts explained in simple language7 min read·Feb 4, 2023----
D VargheseinArtificial Intelligence in Plain EnglishClassification Using Decision TreeExplaining Decision Trees using a scikit-learn algorithm8 min read·Jan 27, 2023----
D VargheseinArtificial Intelligence in Plain EnglishNormal, Binomial and Poisson DistributionsData is fun series — concepts explained in simple language10 min read·Jan 20, 2023----
D VargheseinLevel Up CodingGood Python Utilities For Data AnalysisShowcasing a few useful Python functions5 min read·Jan 17, 2023----
D VargheseinLevel Up CodingFeature ScalingScaling features using Normalization and Standardization techniques.7 min read·Jan 16, 2023----
D VargheseData preparation — fill missing valuesMissing data is a common problem in all data projects. The strategy of how you handle it during pre-processing makes a big difference in…5 min read·Jan 14, 2023----
D VargheseSparse matrixA scenario to use sparse matrix as opposed to dense2 min read·Jan 13, 2023----
D VargheseOrdinal and OneHot EncodersHow to convert text based categorical data to numeric data for machine learning.3 min read·Jan 13, 2023----
D VargheseSolution for Math Mixture Problem Using Jupyter Notebook/PythonHow Jupyter notebooks help showcase solutions for math problems4 min read·Jan 11, 2023----
D VargheseProfiling of S&P500 data using Python — Part 1See sector wise breakdown of stock data attributes and their relationship to current market price10 min read·Jan 6, 2023----