An TruonginTotalEnergies Digital FactoryRAG-boosted with Knowledge GraphAn efficient and facilitated approach with the open source GraphRAGJul 19Jul 19
An TruonginTotalEnergies Digital FactorySome best practices in LLM-based solution development using MLflowHow to track and compare LLM artifactsSep 19, 20231Sep 19, 20231
An TruonginTotalEnergies Digital FactoryMultiple shades of No-ETLAn updated view for No ETL trendsFeb 12, 20231Feb 12, 20231
An TruonginTotalEnergies Digital FactoryWhen lazy is good: lazy importSimple tips to boost your data science python packageSep 26, 2022Sep 26, 2022
An TruonginTotalEnergies Digital FactoryImbalanced Data ML: SMOTE and its variantsAn intuitive explanation of the SMOTE and its common variants for imbalanced dataJun 27, 2022Jun 27, 2022
An TruonginTowards Data ScienceSpeed up your Pandas-based analysisUnderstand the core principles through a hand-on experienceJan 31, 20211Jan 31, 20211
An TruonginTowards Data ScienceWhy Numba sometime way slower than Numpy?Understand principles behind Numba through a hand-on exampleJan 24, 2021Jan 24, 2021
An TruonginPython in Plain EnglishHow to Handle a Very Common Warning for Python Data ScientistsWhy and how to effectively deal with SettingWithCopyWarningJan 21, 20212Jan 21, 20212
An TruonginThe StartupPython for Data Scientist: Quick Backup for EverythingHow to restart from yesterday.Jan 16, 20211Jan 16, 20211