openHPI Courses

Explore principles and technologies of Linked Data for massive-scale data sharing and reuse. Learn about ontologies and the Web of Data to revolutionize data discovery, access, and integration.

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

Explore cutting-edge technologies shaping the future of computing, including AI, blockchain, cloud computing, and hardware acceleration for processing vast amounts of data efficiently.

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

Learn to build and test prototypes, focusing on critical functions, user feedback, and iterative design. Gain practical skills in human-centered design through hands-on assignments and structured learning modules.

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

Master virtual collaboration, intercultural competence, and remote team management for successful tele-working in global organizations. Gain hands-on experience with online tools and real-life virtual team projects.

• openHPI
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Certificate

Introduction to Enterprise Applications

Discover the fundamentals of enterprise applications through SAP's ecosystem, covering ERP modules, business processes, and cloud platforms in this foundational overview.

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

Sustainability in the digital age: Energy-Efficient Software Development

Discover strategies for energy-efficient software development, green testing practices, and measuring CO2 emissions of digital systems to reduce the carbon footprint of technology.

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

Practical Computer Vision with PyTorch

Master PyTorch for computer vision through hands-on projects covering image classification, object detection, segmentation, and generative modeling with real-world applications.

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

Understanding Embeddings for Natural Language Processing

Discover how numerical representations transform language through text embeddings, tokenization, historical models, and modern NLP techniques with practical applications.

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

Sustainability in the digital age: Environmental Impacts of AI Systems

Explore AI's environmental impact through carbon footprint analysis, energy accounting methods, and sustainable development practices for responsible technology deployment.

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

Fundamentals of Programming for Digital Health Winter Term 2024/2025

Discover basic Python and R programming concepts tailored for Digital Health applications with hands-on health-related exercises.

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

Profitable AI

Explore AI's business potential, integration strategies, and scaling methods for profitable growth in German companies over 2 weeks.

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

Python for Beginners

Discover Python programming fundamentals including variables, data types, loops, functions, and file handling to write simple programs and tackle future coding challenges.

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

Selection and Implementation of AI Models: Speech2Summary

Discover how to select and implement AI models for speech-to-summary applications through practical workshop content and hands-on implementation strategies.

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

Quantum Computing for Natural Sciences (with IBM Quantum)

Discover how quantum algorithms can revolutionize molecular simulations for material and drug design, using IBM Quantum to solve problems beyond classical supercomputers.

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

Time Series Analysis

Master time series data analysis from basics to advanced forecasting using statistical models, machine learning, and deep learning architectures like RNNs and LSTMs.

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