Section outline
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Introduction
Welcome to the topic of Machine Learning (ML)! Machine learning is a subset of AI that focuses on developing algorithms that allow computers to learn from and make predictions based on data. In this section, you will gain a deep understanding of the basic concepts of machine learning, the different types of learning (supervised, unsupervised, semi-supervised, and reinforcement learning), and the importance of data in this process. We will also cover the steps involved in building and validating machine learning models, and how these models can be applied to solve real-world problems.