Programming for machine learningLaajuus (5 cr)

Objective

You know how to set up your programming environment for machine learning.
You understand the basic structures of programming and can build simple procedural programs.
You know how to create functions and use basic data types, arrays, and other fundamental data structures.
You can recognize more advanced programming structures and features.
You have a basic understanding of the machine learning libraries.

Content

What are the basic data types, and how are they represented in a computer?
What are variables and functions, as well as conditional and loop structures?
How is a simple program constructed? How is it compiled, installed, and run?
What libraries are used in machine learning?

Accomplishment methods

a. use professional vocabulary and concepts and show their information-based competence.
b. use the basic techniques of searching information in specific situations.
c. carry out individual tasks.
e. use the key models, methods, software and techniques of the professional field under guidance.