TY - GEN A1 - Koch, Christian A1 - Stadi, Markus A1 - Berle, Lukas T1 - From Data Engineering to Prompt Engineering BT - Solving data preparation tasks with ChatGPT T2 - Towards Data Science N2 - Data engineering makes up a large part of the data science process. In CRISP-DM this process stage is called "data preparation". It comprises tasks such as data ingestion, data transformation and data quality assurance. In our article we solve typical data engineering tasks using ChatGPT and Python. By doing so, we explore the link between data engineering and the new discipline of prompt engineering. KW - Prompt Engineering KW - Data Engineering KW - ChatGPT KW - Large Language Model KW - Python KW - Künstliche Intelligenz KW - Natürlichsprachiges System Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:92-opus4-10829 UR - https://medium.com/towards-data-science/from-data-engineering-to-prompt-engineering-5debd1c636e0 PB - Medium ER - TY - RPRT A1 - Koch, Christian A1 - Stadi, Markus T1 - Why Retraining Can Be Harder Than Training BT - A neural network perspective on learning, unlearning and relearning T2 - Towards Data Science N2 - In a rapidly changing world, humans are required to quickly adapt to a new environment. Neural networks show why this is easier said than done. Our article uses a perceptron to demonstrate why unlearning and relearning can be costlier than learning from scratch. KW - Künstliche Intelligenz KW - maschinelles Lernen KW - neuronales Netz Y1 - 2024 UR - https://towardsdatascience.com/why-retraining-can-be-harder-than-training-489b3bc6ae02 SP - ohne Zählung PB - Medium ER -