Full-Stack Developer with Data-Driven Quality Focus (m/f/d)

Course overview

The Full-Stack Developer with Data-Driven Quality Focus implements web applications incorporating predictive analytics methods. They develop frontend and backend components, integrate statistical models for quality assurance, and program interfaces for data analysis. Their core tasks include designing data-driven quality assurance processes, implementing algorithms for early detection of software errors, and developing dashboards for visualizing quality metrics. They work on the continuous improvement of predictive models and optimize web applications through data-based insights. Predictive Analytics & Algorithms - Forecast Models and Data-Driven Decisions with Big Data • Data-driven predictions for companies - Understanding and applying forecast models • Data management for predictive analytics - Preparing and making data sources usable • Selecting algorithms specifically for predictions - Practically applying statistics & machine learning • Developing practical forecast models - Use cases for production, marketing, finance • Mastering the toolset for data-driven predictions - Utilizing analysis platforms & automation • Successfully training & testing models - Ensuring performance and generalizability • Translating forecasts into action - Real-time insights & decision dashboards • Minimizing risks of data-driven models - Bias, explainability & GDPR in practice • Operating predictions efficiently and sustainably - Model maintenance & evaluating ROI Quality Management and Predictive Quality - Data-Driven Predictions for Process and Quality Optimization • Quality 4.0 and strategic framework for predictive quality • Smart data management and data preparation in quality management • Predictive quality in application: Statistical analyses, machine learning, and software tools • Machine learning for predictive quality • Implementation and organizational anchoring of predictive quality • Performance measurement and continuous improvement duration • Risk management, General Data Protection Regulation, and ethical aspects • Industry-specific application and executive decision architecture Web Development & Frameworks - Modern Approaches for Dynamic Web Applications • Web app architectures & RESTful API integration • Modern UI frameworks & accessible components according to WCAG 2.2 • Backend structures & API routing with OWASP standards • Data modeling & ESG-compliant storage solutions • CI/CD pipelines & container orchestration • Performance optimization & sustainable hosting • State management & internationalization • Monitoring, security & future trends in web development ------------------------------------------------------------------------------------------------------------------ Work with our career advisors to create your individual course plan ------------------------------------------------------------------------------------------------------------------

Upcoming dates

• 2026-08-23T22:00:00.000Z · 2026-11-12T23:00:00.000Z · München · Combined Learning
• 2026-08-23T22:00:00.000Z · 2026-11-12T23:00:00.000Z · Bautzen, Sachsen · Combined Learning
• 2026-08-23T22:00:00.000Z · 2026-11-12T23:00:00.000Z · Ludwigsburg, Württemberg · Combined Learning
• 2026-08-23T22:00:00.000Z · 2026-11-12T23:00:00.000Z · Dortmund · Combined Learning
• 2026-08-23T22:00:00.000Z · 2026-11-12T23:00:00.000Z · Heidelberg, Neckar · Combined Learning