Fabiana ClementeinTowards AIPreparing time-series to build a Pollution Forecasting Model with PythonA step-by-step guide16 min read·Jan 26, 2024----
Fabiana ClementeinTowards AIGenerative AI for time-seriesGeneration of time-series synthetic data with a GAN: DoppelGANger7 min read·Sep 21, 2023--4--4
Fabiana ClementeinThe TechlifeThe 1 Python Package to Profile your Spark dataframesThe great debut of ydata-profiling into the big data landscape10 min read·Feb 17, 2023--1--1
Fabiana ClementeinYDataAuditing Data Quality with Pandas ProfilingThe Premier Choice from Data Scientists8 min read·Jan 24, 2023--1--1
Fabiana ClementeinTowards AIHow To Compare 2 Datasets With Pandas-profilingA data quality use case with advanced EDA5 min read·Nov 25, 2022--2--2
Fabiana ClementeinTowards Data ScienceHow to Do an EDA for Time-SeriesPandas-profiling time-series exploratory analysis8 min read·Oct 22, 2022--6--6
Fabiana ClementeHow to Leverage Data Profiling for Synthetic Data QualityLeverage EDA to beat GANs challenges12 min read·Aug 22, 2022----
Fabiana ClementeinYDataWhy adopting the Data-Centric paradigm of AI development?Data-centric AI and the reshape of the tooling space9 min read·Jun 13, 2022----
Fabiana ClementeinTowards Data ScienceHow to handle a real datasetA guide to go a step beyond with your data6 min read·Apr 6, 2022----
Fabiana ClementeinTowards AIArtificial IntelligenceWhy do we need a Data-Centric AI Community?4 min read·Feb 28, 2022----