An TruonginTotalEnergies Digital FactorySome best practices in LLM-based solution development using MLflowHow to track and compare LLM artifacts9 min read·Sep 19, 2023--1--1
An TruonginTotalEnergies Digital FactoryMultiple shades of No-ETLAn updated view for No ETL trends8 min read·Feb 12, 2023--1--1
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An TruonginTotalEnergies Digital FactoryImbalanced Data ML: SMOTE and its variantsAn intuitive explanation of the SMOTE and its common variants for imbalanced data8 min read·Jun 27, 2022----
An TruonginTowards Data ScienceSpeed up your Pandas-based analysisUnderstand the core principles through a hand-on experience8 min read·Jan 31, 2021--1--1
An TruonginTowards Data ScienceWhy Numba sometime way slower than Numpy?Understand principles behind Numba through a hand-on example8 min read·Jan 24, 2021----
An TruonginPython in Plain EnglishHow to Handle a Very Common Warning for Python Data ScientistsWhy and how to effectively deal with SettingWithCopyWarning4 min read·Jan 21, 2021--2--2
An TruonginThe StartupPython for Data Scientist: Quick Backup for EverythingHow to restart from yesterday.5 min read·Jan 16, 2021--1--1
