PinnedJonas DieckmanninTowards Data ScienceEthics in AI: Potential Root Causes for Biased AlgorithmsAn alternative approach to understanding bias in data12 min read·Jan 27, 2023--3--3
PinnedJonas DieckmanninTowards Data ScienceDASC-PM: a novel Process Model for Data Science Projectsor: How to properly structure your next data science project8 min read·Feb 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…6 min read·3 days ago----
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 Prophet9 min read·Jan 30, 2024--3--3
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…7 min read·Apr 5, 2023--1--1
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 chain16 min read·Mar 11, 2023--1--1
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…11 min read·Feb 23, 2023--2--2
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…9 min read·Feb 14, 2023--2--2
Jonas DieckmanninTowards Data ScienceHow to get started with TensorFlow using Keras API and Google ColabStep-by-step tutorial to analyze human activity with neuronal networks11 min read·Jan 19, 2023--4--4
