PinnedUtpal KumarinLevel Up CodingPerform Distributed Computing Easily Using Ray in PythonIntroducing the concepts of distributed computing and using the open-source Python library Ray to write scalable code that can work on a…Nov 6, 2021Nov 6, 2021
Utpal KumarEnhancing Time-Frequency Analysis: A Comprehensive Exploration of Multi-Taper Spectral Analysis in…IntroductionSep 24, 2023Sep 24, 2023
Utpal KumarinTowards Data ScienceNumerical optimization based on the L-BFGS methodWe will inspect the Limited-memory Broyden, Fletcher, Goldfarb, and Shanno (L-BFGS) optimization method using one minimization example for…Mar 11, 2022Mar 11, 2022
Utpal KumarUsing Dask Python library to read a large global earthquake catalog fileWe will see how we can read a large data file with earthquake catalog in Python using the Dask libraryOct 30, 2021Oct 30, 2021
Utpal KumarHow to install jekyll on Apple M1 MacbookIf you have recently bought a M1 mac and have been doing blogging using Jekyll, then you must have experienced that installing Jekyll on…Oct 10, 20211Oct 10, 20211
Utpal KumarMaximum likelihood estimation for the regression parametersThe maximum likelihood method is popular for obtaining the value of parameters that makes the probability of obtaining the data given a…Aug 14, 2021Aug 14, 2021
Utpal KumarinTowards Data ScienceHow to overlay shapefile data on PyGMT MapsWe learn how to plot selected shapefile data using geopandas on top of PyGMT maps.Jul 17, 20211Jul 17, 20211
Utpal KumarinTowards Data ScienceEasily plot earthquakes data on top of the topographic map in a few stepsWe read earthquakes data from a CSV file and plot it on a map using PyGMTMay 28, 2021May 28, 2021
Utpal KumarinTowards Data ScienceHow effective is the signal denoising using the MATLAB-based wavelet analysis?We inspect the feasibility of using wavelet analysis to filter noise in the time series data.May 18, 2021May 18, 2021
Utpal KumarinMac O’ClockHas the M1 chip made iPad Pro a real computer now?iPad is not a computer but it has the potential to beMay 1, 2021May 1, 2021
