In this tutorial, we will introduce how to train and evaluate a Linear Regression model using TensorFlow. Linear Regression is of the fundamental Machine Learning techniques that are frequently used. In this tutorial, you will learn:
- the concept of Linear Regression
- the particular case of Linear Regression with one variable
- a working example using a well-known dataset
- how to implement this algorithm in Python and with TensorFlow and Keras
- working on the dataset using a powerful library such as Pandas
- investigating and visualizing the data
Original blog post: https://www.machinelearningmindset.com/linear-regression-with-tensorflow