IT Career Guides & Free Resources
Expert roadmaps, tutorials, salary guides and interview prep across Data Science, Generative AI, Python, Cloud & Analytics — written by GloryTecks trainers in Hyderabad.
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How to Structure a Python Project the Right Way
A Python project layout that works from the first commit: why the src layout catches packaging mistakes, a complete pyproject.toml with dependencies and a command, where tests and configuration go, running the package with python -m, and the files that should never be committed.
Data Preprocessing: Cleaning Data the Right Way
Preprocessing for machine learning without score-inflating mistakes: splitting before anything learns from data, imputing while recording what was missing, standard versus robust scaling, encoding categories unseen in production, and one ColumnTransformer pipeline for all of it.