In this article, we discuss the top 8 data science tools that will be useful in 2024. These tools include Python, Numpy, Pandas, Scikit-learn, and Jupyter Notebooks, which are widely used in various industries such as Data Science, Machine Learning, and Engineering. These tools offer a variety of functions, including Artificial Intelligence, Natural Language Processing, and Data Analysis.