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…4 min read·Nov 6, 2021----
Utpal KumarEnhancing Time-Frequency Analysis: A Comprehensive Exploration of Multi-Taper Spectral Analysis in…Introduction6 min read·Sep 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…5 min read·Mar 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 library3 min read·Oct 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…2 min read·Oct 10, 2021--1--1
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…5 min read·Aug 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.3 min read·Jul 17, 2021----
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 PyGMT2 min read·May 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.5 min read·May 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 be3 min read·May 1, 2021----
