Data science with python Interview FAQs

Data science with Python refers to the application of Python programming language and its associated libraries and tools to perform various tasks involved in the field of data science. Data science is an interdisciplinary field that combines elements of statistics, mathematics, computer science, and domain knowledge to extract insights and knowledge from data. Python is a popular language in the data science community due to its simplicity, readability, and the wide range of powerful libraries available for data manipulation, analysis, and visualization. It provides a rich ecosystem of libraries such as NumPy, pandas, matplotlib, seaborn, scikit -learn, TensorFlow, and PyTorch, which are extensively used for data preprocessing, exploratory data analysis (EDA), machine learning, and deep learning tasks. 1. What is Data Science, and what role does Python play in it? Data Science is an interdisciplinary field that involves extracting insights and knowledge from data using various techni...