openHPI Courses

Fundamentals of Programming for Digital Health Winter Term 2024/2025

Learn basic programming concepts by coding in Python and R, working through exercises drawn from digital health.

• openHPI
• 24 weeks
• Self-Paced
• Free Certificate

Fundamentals of Programming for Digital Health Winter Term 2025/2026

Learn basic and intermediate programming in Python and R: data structures, conditions, loops, data input and output, analysis and visualization.

• openHPI
• Self-Paced
• Free Certificate

Data Science for Wearables

Learn basic concepts of statistical data analysis and apply them practically to wearable sensor data in mobile computing and connected healthcare.

• openHPI
• 16 weeks
• Self-Paced
• Free Certificate

EMOOCs 2023

Discover insights from leading experts at EMOOCs 2023, exploring the latest trends and innovations in massive open online courses and digital education over three engaging days.

• openHPI
• 3 days
• Self-Paced
• Free Certificate

Profitable AI

Assess AI hype versus reality, power business strategy with AI, integrate it into operations, scale for profitable growth, and examine Germany's position in the AI landscape.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Python for Beginners

Learn to program in Python from scratch: variables, data types, loops, functions, libraries, and file input and output, and write simple programs.

• openHPI
• 7 weeks
• Self-Paced
• Free Certificate

Quantum Computing for Natural Sciences (with IBM Quantum)

Use quantum algorithms on IBM Quantum to simulate molecules and study their properties, exploring applications in material and drug design.

• openHPI
• 3 weeks
• Self-Paced
• Free Certificate

Quantum Optimization (with IBM Quantum)

Learn how quantum computers tackle hard combinatorial optimization problems, working through the algorithms used to formulate and solve them on IBM Quantum hardware.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Selection and Implementation of AI Models: Speech2Summary

Learn how to select and implement pre-trained AI models, using a speech-to-summary pipeline as the worked example.

• openHPI
• 13 weeks
• Self-Paced
• Free Certificate

Time Series Analysis

Learn to analyze time series data using trends, seasonality and stationarity, then build forecasts with classical statistical models, machine learning, and RNNs, LSTMs and transformers.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Efficient AI for Weather Forecasting

Energy-efficient AI can rival supercomputer weather prediction: apply LoRA fine-tuning, diffusion models, and GNSS-based sensing to forecast accurately while cutting energy use and CO₂ emissions.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Explore how DNA stores the code of life: study cell components, discover genetic variants and mutations, and assess their links to diseases such as cancer.

• openHPI
• 6 weeks
• Self-Paced
• Free Certificate

Learn the principles and technologies of Linked Data, including ontologies and Semantic Web knowledge representation, to discover, access, integrate and reuse data across the Web of Data.

• openHPI
• 8 weeks
• Self-Paced
• Free Certificate

Learn design research methods: spot workarounds and misuses, observe potential users in their context, conduct qualitative interviews, and infer meaning from your findings.

• openHPI
• 5 weeks
• Self-Paced
• Free Certificate

Study learning from informant, a formal model of binary classification: prove consistency and mind-change results, apply Blum and Blum's separation technique, and adapt models toward incremental deep learning.

• openHPI
• 3 weeks
• Self-Paced
• Free Certificate