Microsoft Excel remains a foundational tool for data science and machine learning, particularly for data preparation, exploratory analysis, and building baseline models. While it does not replace languages like Python for complex, large-scale projects, its user-friendly interface lowers the barrier to entry for performing advanced statistical analysis and understanding the intuition behind machine learning algorithms. Essential Excel Tools for Data Science
Excel offers several advanced features and add-ins specifically designed for data science workflows: Excel for Data Analytics - Full Course for Beginners Excel for Data Science and Machine Learning