Linear Regression Models: Building Simple Regression Models with Scikit Learn and Keras
Overview/Description
Expected Duration
Lesson Objectives
Course Number
Expertise Level
Overview/Description
Learn how to use the Scikit Learn and Keras libraries to build a linear regression model to predict a house price. This course reviews the steps needed to prepare data and configure regression models. It shows how to prepare a data set to feed a linear regression model; how to use the Pandas library to load a CSV data set file; and how to configure, train, and validate linear regression models. The course also shows how to visualize metrics with Matplotlib; how to prepare data for a Keras model, how to learn the architecture for a Keras sequential model and initialize it; and finally, how train it to use optimal weights and biases for machine learning solutions.
Expected Duration (hours)
0.7
Lesson Objectives
Linear Regression Models: Building Simple Regression Models with Scikit Learn and Keras
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Expertise Level
Beginner