PinnedPier Paolo IppolitoinTowards Data ScienceFeature Extraction TechniquesAn end to end guide on how to reduce a dataset dimensionality using Feature Extraction Techniques such as: PCA, ICA, LDA, LLE, t-SNE and…Oct 10, 20194Oct 10, 20194
Pier Paolo IppolitoinTowards Data ScienceLLMs PitfallsAn introduction to some of the key components surrounding LLMs to produce production-grade applicationsMay 71May 71
Pier Paolo IppolitoinTowards Data ScienceIntroduction to Apache IcebergExploring Apache Iceberg benefits/drawbacks and how it can be used to build your own Lakehouse.Feb 292Feb 292
Pier Paolo IppolitoinTowards Data ScienceIntroduction to Streaming FrameworksUnderstanding some of the key characteristics to consider when evaluating and comparing streaming technologies.Nov 8, 2023Nov 8, 2023
Pier Paolo IppolitoinTowards Data SciencePython on the WebShowcasing Python applications on the web without any serverOct 11, 20231Oct 11, 20231
Pier Paolo IppolitoinTowards Data ScienceGetting started with JAXPowering the future of high-performance numerical computing and ML researchJul 7, 2023Jul 7, 2023
Pier Paolo IppolitoinTowards Data ScienceGeospatial Data Analysis in PythonGetting started with performing geographical data analysis in Python using OSMnx and Kepler.glMay 3, 20231May 3, 20231
Pier Paolo IppolitoinTowards Data ScienceLow Code Time Series AnalysisUsing Darts to streamline your Python time series analysis developmentMar 8, 20231Mar 8, 20231
Pier Paolo IppolitoinTowards Data ScienceApache Spark Optimization TechniquesA review of some of the most common Spark performance problems and how to address themJan 11, 20232Jan 11, 20232
Pier Paolo IppolitoinTowards Data ScienceGetting Started with Apache SparkExploring some of the key concepts associated with Spark, and what defined its success in the Big Data realmOct 14, 2022Oct 14, 2022
