Benefit
Understand the role of:
- Artificial Intelligence (AI) and machine learning,
- 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
- 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.
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
- Python programming language
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
Teacher will announce later.
Assessment
Quizzes.
Schedule and Location
Teacher will announce later.
