Fundamentals of AI

Benefit

  • Understand the role of AI, machine learning and artificial neural networks and how to use them for problem solving.

Target Group

  • Everyone who is motivated and interested in improving his/her own web development skills
  • Prerequisite Skills: For Python some basic programming skill or at least a rudimentary understanding is helpful but not mandatory. For AI an understanding of Python and statistical methods is helpful but not mandatory.: An interest in company logistics and/or production economics is good, but not mandatory.
Fundamentalsofai 2

Learning objectives

By the end of this course you will

  • be familiar with the concepts of Artificial Intelligence (AI), Machine learning (ML), and Artificial Neural Networks (ANN)
  • also understand the workflow from problem to solution using data, selecting algorithms and creating predictive models with tools such as Tensorflow, Theano, and Scikit-learn.

Content

  • Artificial Intelligence (AI)
  • Machine learning (ML)
  • Artificial Neural Networks (ANN)
  • Tensorflow, Theano, and Scikit-learn

Teaching Mode and Methods

This is an online course with selected hand-picked courses for personal use and with the possibility to do some hands-on, unsupervised exercises. There are no on-campus lectures for this course.

Study Material

Course material will be in Moodle.

Assessment

Quizzes.

Schedule and Location

Teacher will anounce later.

Further Information

Klaus Salonen

klaus.salonen@vamk.fi

Enrolment

  • Note! Open UAS studies are free of charge (0 €) during autumn 2022. We will inform later, whether our sring 2023 courses are free of charge or chargeable. Our normal tuition fee is 150 €/semester or 15 €/ECTS. 
  • Further information about enrolment, tuition fees and cancellation policy: avoin@vamk.fi

Enrol