PinnedSoorya Narayan SatheeshMachine Learning Feature Selection made simpleFeature selection is a crucial step in machine learning to choose the most relevant and significant features for building a model.Dec 5, 2023Dec 5, 2023
Soorya Narayan SatheeshMastering Celery-Redis Queue Setup: Insights from a UC Berkeley LLM ProjectAs a researcher and full-stack developer at UC Berkeley, I recently developed an LLM application that required a robust asynchronous task…Aug 27Aug 27
Soorya Narayan SatheeshForest Cover Classification in the San Francisco Bay Area using Google Earth Engine and PythonIn this tutorial, we’ll walk through the process of creating a forest cover classification map for the San Francisco Bay Area using Google…Aug 10Aug 10
Soorya Narayan SatheeshBuilding an ETL PipelineIn today’s data-driven world, organizations often need to integrate data from diverse sources such as SQL databases, CSV files, and API…Jun 13Jun 13
Soorya Narayan SatheeshTesting in Python simplified with PyTest libraryTesting is an indispensable part of software development, ensuring the reliability, functionality, and quality of code. Python developers…May 12May 12
Soorya Narayan SatheeshAutomating Map generation from Multi-polygon shapefiles using Python with GeoPandas and MatplotlibIntroduction:May 11May 11
Soorya Narayan SatheeshAutomating Testing in Python using Unittest frameworkIn today’s fast-paced software development landscape, ensuring the reliability and stability of our codebase is paramount. One of the most…Apr 26Apr 26
Soorya Narayan SatheeshEnd-to-End Machine Learning Deployment: From Model Training to Web Service Integration using Flask…In today’s data-driven world, deploying machine learning models as web services has become essential for real-world applications. This…Mar 31Mar 31
Soorya Narayan SatheeshExploring SQL: Window functions demystifiedWindow functions in SQL are powerful tools for performing calculations across a set of rows related to the current row within a query…Mar 21Mar 21
Soorya Narayan SatheeshSetting up Python Virtual Environments on Visual Studio Code in Windows 10Creating a virtual environment for running Python Flask applications on Visual Studio Code (VSCode) is crucial and all software engineers…Feb 22Feb 22