Python Machine Learning By Example - Fourth Edition

1

Getting Started with Machine Learning and Python

The concept of artificial intelligence (AI) outpacing human knowledge is often referred to as the “technological singularity.” Some predictions in the AI research community and other fields suggest that the singularity could happen within the next 30 years. Regardless of its time horizon, one thing is clear: the rise of AI highlights the growing importance of analytical and machine learning skills. Mastering these disciplines equips us to not only understand and interact with increasingly complex AI systems but also actively participate in shaping their development and application, ensuring they benefit humanity.

In this chapter, we will kick off our machine learning journey with the basic, ...