Mathematische Algorithmen mit Python

Dive into the world of algorithms and explore the connection between programming and mathematics. Dr. Veit Steinkamp will work through various tasks with you and demonstrate how calculations are translated into code. You will get to know the fundamental programming and data structures of Python and discover which modules can save you a lot of work. You will quickly program algorithms to solve systems of equations, automate curve discussions, and calculate integrals. Abstract relationships will become clear, and in the process, you will improve your Python skills, programming more skillfully and competently.

Content includes:

• Installing and using Python
• Data and program structures
• Modules: NumPy, SymPy, SciPy, Matplotlib
• Numbers
• Systems of equations
• Sequences and series
• Functions
• Differential and integral calculus
• Differential equations
• Regression calculations
• Statistics
• Fractal geometry

Reviews from the previous edition:
iX - Magazine for Professional Information Technology: “The title does not promise too much. You not only learn mathematics but also effortlessly translate mathematical concepts into a program, thus applying Python practically.”
c't: “The author demonstrates a good didactic touch. With background information, he lightens his text; in addition, there are numerous illustrations with function plots and well-chosen exercises.”.