Training Machine Learning Models in Power BI

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. Machine learning (ML) in Power BI provides a dynamic and transformative dimension to data analysis. This feature enables users to create predictive models, discover patterns, and make data-driven decisions while requiring no programming or machine learning expertise. You will start this course by creating a binary classification model that will be used to predict categorical variables. You will load in data and perform exploratory data analysis, including visualizing the data and extracting insights. Then, you will create and train a binary classification model and use it for predictions. After training the model, you will view the training report that will allow you to evaluate your model’s performance. Next, you will build a regression model to predict the value of a continuous variable. You will load in the data and perform preprocessing steps to clean your data. You will also perform exploratory data analysis and visualize your data to extract insights about patterns and trends in your data. Then, you will create and train your regression model and learn how to interpret the training report generated by Power BI. Finally, you will perform multi-class classification.