Category Archives: Regression

ML Zoomcamp 2023 – Machine Learning for Regression – Part 2

Exploratory data analysis (EDA) – General Information Exploratory data analysis (EDA) is an essential step in the data analysis process. It involves summarizing and visualizing the main characteristics of a dataset to gain insights and identify patterns or trends. By exploring the data, researchers can uncover hidden relationships between variables and make informed decisions. OneContinue reading “ML Zoomcamp 2023 – Machine Learning for Regression – Part 2”

ML Zoomcamp 2023 – Machine Learning for Regression – Part 1

Car price prediction project This chapter is about the implementation of an ML project and which steps have to be considered. It is about the prediction of car prices based on a Kaggle dataset. The steps will be described in individual blog posts and include: Data preparation – General Information In the data preparation phase,Continue reading “ML Zoomcamp 2023 – Machine Learning for Regression – Part 1”