The Data Science Interview Series - Volume 1. Python, Data Analysis and ML Foundations - Dr. Mamta Kapoor

The Data Science Interview Series - Volume 1: Python, Data Analysis & ML Foundations is a comprehensive guide designed to help aspiring data professionals build a strong conceptual base and confidently prepare for interviews. Starting with core Python fundamentals; variables, data types, and data structures; the book gradually progresses to essential libraries such as NumPy, Pandas, and visualization tools. It further introduces key statistical concepts, probability distributions, and foundational machine learning techniques including regression and model evaluation. Presented in a practical question-and-answer format, the content provides real interview scenarios, enabling efficient revision and deeper understanding. Ideal for students, beginners, and professionals transitioning into data science, this volume equips readers with the essential knowledge and problem-solving skills required to succeed in data-driven roles