Mathematische Algorithmen mit Python

Dive into the world of algorithms and explore the connection between programming and mathematics. Dr. Veit Steinkamp will work through problems from various areas with you and demonstrate how calculations are translated into code. You will get to know the fundamental programming and data structures of Python and learn 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 and program more skillfully and proficiently.

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 analysis
• Statistics
• Fractal geometry

The specialized press on 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. He enriches his text with background information; in addition, there are numerous illustrations with function plots and well-chosen exercises.”.