Praveen Sundaresan RameshinTowards Data ScienceUnderstanding the pandemic through the lens of dataExploratory data analysis of current Covid-19 cases in Toronto8 min read·Feb 8, 2021----
Praveen Sundaresan RameshinTowards Data ScienceA long short-term memory network to model nonlinear dynamic systemsUsing PyTorch based LSTM to model nonlinear dynamic systems8 min read·Feb 4, 2021--1--1
Praveen Sundaresan RameshinTowards Data ScienceKeep it simple, keep it linear: A linear regression model for time seriesA simple linear regression model for forecasting electricity demand data in Toronto11 min read·Jan 29, 2021--3--3
Praveen Sundaresan RameshinAnalytics VidhyaFrom lockdown to daylight savings: Hidden insights from electricity demand data in TorontoA detailed analysis of electricity demand in Toronto15 min read·Jan 25, 2021----
Praveen Sundaresan RameshinAnalytics VidhyaHypothesis testing in real life: A tale of sibling rivalry and a Rubik’s cubeSolving a real problem with math is always fun.13 min read·Dec 30, 2020----