Machine learning and data mining: concepts, models, learning methods

This online course offers you a digital blended concept that has been developed for part-time learning. With a time budget of at least 3-4 hours per week, you are sure to reach your goal. Alternatively, you can schedule the learning units flexibly. This is how you learn in the course:

Self-study phases: Learn independently, at your own pace and whenever you want. Our courses offer you didactically high-quality learning material with videos, articles, interactive exercises, quizzes and learning checks.

Live webinars: In regular online seminars, you will meet your trainers in person. You will receive answers to your questions, specific assistance and instructions on how to deepen your knowledge and apply the skills you have acquired in practical exercises.

Practical tasks: In order to learn the skills in practice, you will be given access to training sets that you can work on yourself using Python or the open software KNIME. You will clean up data, train your own models and get to know important tools. No prior knowledge is required.

Learning community: A digital learning community is available to you throughout the course. Exchange ideas with other participants and the trainers and clarify your questions.

Future Jobs Club: Get exclusive access to a business network, micro-learningssparks), news and future work hacks.

Certificate of attendance and Open Badge: As a graduate of the course, you will receive a certificate and an Open Badge that you can easily share in professional networks (e.g. LinkedIn).  

You will learn what artificial intelligence is, how it works and what you can use AI for.

You will learn about the importance of data for automation, analysis and the creation of models and what is important when it comes to data quality .

You can clean and prepare data to implement your own mining or machine learning projects.

You will get to know the technical processes in machine learning and will be able to communicate these clearly within the company.

You will gain your first practical experience of working on data and training sets and will be able to apply your knowledge immediately afterwards.

You are able to make informed decisions about the use of AI in your company and can communicate with technical departments on an equal footing.

You will qualify in a new field of expertise that will play a major role in the future and is already in high demand today.

Take an active part in our online community and work with your own questions - this is how you will benefit most from this online training. This will allow you to apply the content both in self-study and in practical exercises.

Dr. Paul Christian Wallbott