This is the course design for the Data Visualization Course
Dataset Source: https://www.kaggle.com/datasets/csafrit2/steel-industry-energy-consumption/data
In this experiment, box chart, heat map, time series visualization and other methods are used to visualize the steel industry power data.
And 21 kinds of machine learning models in sklearn library are used for modeling analysis and prediction.
In addition, a simple neural network is built for training and prediction
Sklearn models prediction results are as follows:
