Amit BharadwainTowards AISolar Power Prediction Using SARIMA, XGBoost, and CNN-LSTMAnalyzing and forecasting solar power performance using statistical tests and machine learning16 min read·Dec 4, 2022--3--3
Amit BharadwainTowards Data SciencePractical Example of Dimensionality ReductionTechniques used: Missing values ratio, High correlation filter, Recursive Feature Elimination (RFE), Principle Component Analysis (PCA)6 min read·Feb 19, 2021--2--2
Amit BharadwainTowards Data Science7 Steps to a Successful Data Science ProjectBeginners Guide on Completing a Data Science Project from Scratch7 min read·Feb 6, 2021--6--6
Amit BharadwainThe StartupUsing Deep Learning to Forecast a Wind Turbines Power OutputImplementing a Long Short-Term Memory (LSTM) model on time series data with a walk-forward validation approach.9 min read·Jan 28, 2021----