Computational Thinking with Python

This text introduces the foundations of computational thinking: a novel approach to computer science problems which provides the tools to reduce complicated problem statements into simple-to-understand statements. This text radically redefines how introductory Python programming courses are structured and enables students of all backgrounds to learn the basics. This text can be used as an accompaniment to a structured course or by self-learners as it contains the tools to mimic the traditional classroom environment. This book is geared towards novice programmers by providing in-depth and easy-to-understand methodologies. This text will progressively introduce the fundamental concepts of computer science, and, once students have mastered the basics, the book dives into the use of cutting-edge Python programming techniques. Students will learn about the history of computer science, the internal components of a computer, creation of variables, data types, arrays, abstract data structures, if/else branching structures, for and while looping structures, functions, and finally the use of high-powered libraries for the analysis of real-world data sets. Regardless of a student's background knowledge, with dedication and commitment, all students will be able to learn the basics of Python in no time!