© Pramod Singh, Avinash Manure 2020
P. Singh, A. ManureLearn TensorFlow 2.0https://doi.org/10.1007/978-1-4842-5558-2_2

2. Supervised Learning with TensorFlow

Pramod Singh1  and Avinash Manure2
Bangalore, Karnataka, India
Bangalore, India

In this chapter, we will be explaining the concept of supervised machine learning. Next, we take a deep dive into such supervised machine learning techniques as linear regression, logistic regression, and boosted trees. Finally, we will demonstrate all the aforementioned techniques, using TensorFlow 2.0.

What Is Supervised Machine Learning?

First, let us quickly review the concept of machine learning and then see what supervised machine learning is, with the help of an example.

As defined by Arthur Samuel in 1959, ...

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