Data Literacy in a Machine Learning Context
As we enter the age of artificial intelligence and machine learning, it’s becoming increasingly important to develop a foundational understanding of data literacy. In this chapter, we will explore the concept of data literacy and its critical role in the world of machine learning.
Data literacy refers to the ability to read, analyze, and understand data. With the rapid growth of data in our daily lives, data literacy has become a crucial skill for individuals, businesses, and organizations alike. In the context of machine learning, data literacy is especially important, as it forms the backbone of the entire process.
Machine learning models are only as good as the data they’re trained on, and data literacy plays a vital role in ensuring that the data used for training is of high quality, relevant, and free of bias.
In this chapter, we’re going to cover the following main topics:
- Data literacy and the...