PinnedJonas DieckmanninTowards Data ScienceEthics in AI: Potential Root Causes for Biased AlgorithmsAn alternative approach to understanding bias in dataJan 27, 20233Jan 27, 20233
PinnedJonas DieckmanninTowards Data ScienceDASC-PM: a novel Process Model for Data Science Projectsor: How to properly structure your next data science projectFeb 7, 2023Feb 7, 2023
Jonas DieckmanninPhilips Technology BlogFocusing on Impact: Pitfalls and Maturity Levels in Data AnalyticsA myriad of challenges arise each day for data and AI professionals. With the increasing impact of technology, analytics teams must…Jun 3Jun 3
Jonas DieckmanninTowards Data ScienceGetting Started Predicting Time Series Data with Facebook ProphetThis article aims to take away the entry barriers to get started with time series analysis in a hands-on tutorial using ProphetJan 303Jan 303
Jonas DieckmanninTowards AIHow To Use ChatGPT API for Direct Interaction From Colab or DatabricksHave you wondered how you can use OpenAI’s API to interact directly with GPT algorithms? It’s easy, free, and also more powerful than the…Apr 5, 20231Apr 5, 20231
Jonas DieckmanninTowards Data ScienceCase Study: Applying a Data Science Process Model to a Real-World ScenarioDevelopment of a machine learning model for materials planning in the supply chainMar 11, 20231Mar 11, 20231
Jonas DieckmanninTowards Data ScienceEnsemble learning: Bagging and BoostingIt’s time to explore the world of bagging and boosting. With these powerful techniques, you can improve the performance of your models…Feb 23, 20232Feb 23, 20232
Jonas DieckmanninTowards Data ScienceIntroduction to ICA: Independent Component AnalysisHave you ever found yourself in a situation where you were trying to analyze a complex and highly correlated data set and felt overwhelmed…Feb 14, 20232Feb 14, 20232
Jonas DieckmanninTowards Data ScienceHow to get started with TensorFlow using Keras API and Google ColabStep-by-step tutorial to analyze human activity with neuronal networksJan 19, 20234Jan 19, 20234