Python. Data Analysis, Calculations and Modeling

Become a pro in data analysis and scientific modeling with Python! This book — is not just a textbook on syntax, but a practical guide for those who want to harness the power of the most in-demand programming language in science, medicine, engineering, and business. The author, renowned researcher Joakim Sundnes, takes you from the first line of code to building complex architectures and working with Big Data. 

What makes this edition unique: Scientific technology stack: detailed analysis of the NumPy and Matplotlib libraries for complex calculations and visualization. From theory to practice: you will learn not just to write scripts, but to create full-fledged modules, automate file reading/writing, and handle errors. Object-oriented programming (OOP): practical application of OOP methods to solve real scientific problems. Visualization of results: creating professional animated graphs for presentations and dissertations. Who definitely needs this book: Students in IT fields and future data scientists (Data Science). 

Scientists and engineers to accelerate calculations and process modeling. Teachers as a ready-made manual with practical cases. Developers who want to master Python in a deep scientific context. Take your research to the next level. With this book, Python will become your main tool for achieving accuracy and efficiency in your work.