The term “machine learning” in data analysis refers to the use of algorithms that enable computers to learn from and make predictions based on data. Unlike traditional programming, where explicit instructions guide processes, machine learning models adaptively improve performance as they encounter more data. This approach allows for unearthing patterns and trends, making data-driven decisions more efficient. Machine learning is instrumental in various applications, such as predictive analytics, image recognition, and natural language processing.