In the course "Data Science with AI Seminar", you will learn the fundamentals and applications of Data Science, as well as specific techniques and tools in the field of Artificial Intelligence (AI). You will learn how to approach Data Science projects by engaging with topics such as machine learning and the relationship between AI and Data Science. The practical benefits of Data Science in a corporate context are discussed, making it particularly relevant for professionals in IT and data analysis.
One focus of the seminar is Automated Machine Learning (AutoML). Here, you will learn which steps are supported by AutoML and which platforms are available. Through practical exercises, such as launching an AutoML service, your understanding of conceptual knowledge is deepened.
A key part of the seminar is a hands-on example centered around a marketing campaign. You will train a model, gain insights into data understanding and analysis, and conduct an AutoAI experiment. This involves examining different classification methods such as decision trees, explaining their structure, benefits, and challenges, and discussing the evaluation of results.
Another aspect of the seminar is the outlook on Generative AI. You will learn what Generative AI is and how it can be used to optimize the Data Science process. Practical exercises to improve models provide directly applicable knowledge.
At the end of the seminar, application possibilities in your own company are discussed to offer you concrete application perspectives. A summary and feedback session ensure that the imparted content is consolidated and any remaining questions are clarified.
Participating in the seminar offers various benefits, such as learning the latest techniques in Data Science and AI, expanding your existing expertise, and the opportunity to develop practical skills that can be applied directly in your own work environment. Individuals with an interest in technology, data analysis, and the application of AI in everyday business can particularly benefit from this course, as it introduces you to current developments and their usage potential.
