Miles, William,
Numerical methods with Python : for the sciences / William Miles. - Berlin : Walter De Gruyter GmbH, c2023. - x, 314 pages : color illustrations ; 24 cm. - De Gruyter textbook .
Includes index.
Contents: 1 Introduction -- 2 The basic operations in Python -- 3 Functions -- 4 Matrices, vectors, and linear systems -- 5 Iteration -- 6 Statistics -- 7 Regression -- A Python code -- B Solutions.
"Introduces students to appropriate use of computer programming within the scientific disciplines using Python. Discusses several common applications of programming and implementation using real world examples and hands on programming exercises. Students learn how to model situations such as image recognition, medical diagnosis, spread of disease, and others.
The text could be used by students and lecturers for courses in Python, Numerical Methods, or as a first course in Data Science."--Provided by the publisher
Adult
Text in English
9783110776454 [paperback]
Python (Computer program language)
Science--Data processing.
Computer programming.
Numerical methods with Python : for the sciences / William Miles. - Berlin : Walter De Gruyter GmbH, c2023. - x, 314 pages : color illustrations ; 24 cm. - De Gruyter textbook .
Includes index.
Contents: 1 Introduction -- 2 The basic operations in Python -- 3 Functions -- 4 Matrices, vectors, and linear systems -- 5 Iteration -- 6 Statistics -- 7 Regression -- A Python code -- B Solutions.
"Introduces students to appropriate use of computer programming within the scientific disciplines using Python. Discusses several common applications of programming and implementation using real world examples and hands on programming exercises. Students learn how to model situations such as image recognition, medical diagnosis, spread of disease, and others.
The text could be used by students and lecturers for courses in Python, Numerical Methods, or as a first course in Data Science."--Provided by the publisher
Adult
Text in English
9783110776454 [paperback]
Python (Computer program language)
Science--Data processing.
Computer programming.