Deep Learning and the Game of Go

List of Figures

Chapter 1. Toward deep learning: a machine-learning introduction

Figure 1.1. The standard programming paradigm that most software developers are familiar with. The developer identifies the algorithm and implements the code; the users supply the data.

Figure 1.2. The machine-learning paradigm: during development, you generate an algorithm from a data set, and then incorporate that into your final application.

Figure 1.3. A simple example data set. Each point on the graph represents a soccer player’s height and weight. Your goal is to fit a model to these points.

Figure 1.4. First you note that your data set roughly follows a linear trend, then you find the formula for a specific line that fits the data.

Figure 1.5. Machine-learning ...