The Statistics and Calculus with Python Workshop
The Statistics and Calculus with Python Workshop: A comprehensive introduction to mathematics in Python for artificial intelligence applications
by Peter Farrell
English | 2020 | ISBN: 1800209762 | 740 Pages | PDF EPUB MOBI | 34 MB
by Peter Farrell
English | 2020 | ISBN: 1800209762 | 740 Pages | PDF EPUB MOBI | 34 MB
The book begins by giving you a high-level overview of the libraries you'll use while performing statistics with Python. As you progress, you'll perform various mathematical tasks using the Python programming language, such as solving algebraic functions with Python starting with basic functions, and then working through transformations and solving equations. Later chapters in the book will cover statistics and calculus concepts and how to use them to solve problems and gain useful insights. Finally, you'll study differential equations with an emphasis on numerical methods and learn about algorithms that directly calculate values of functions.