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.
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
Senior Lecturer
School of Business | Business Information Technology
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
