Cursussen
485 Cursussen
AI for Supply Chain Professionals
Transform from a supply chain professional into an AI-informed decision-maker. Master demand forecasting, logistics optimization, and responsible AI using Microsoft Dynamics 365 and Azure.
Learn LangChain
Master building powerful AI applications with LangChain and LangGraph, covering LLMs, prompts, chains, RAG pipelines, stateful chatbots, agents, and human-in-the-loop workflows.
Reasoning Under Uncertainty
Explore foundational AI concepts including probability, Bayesian Networks, Hidden Markov Models, and Markov Decision Processes to master reasoning and decision-making under uncertainty.
Intelligent Features & Architecture in iOS Development
Explore advanced iOS development by integrating Apple ML, Siri via App Intents, Swift testing techniques, and scalable app architectures to build intelligent, high-performing applications.
Productivity & Automation
Master automation, AI, and scripting in Confluence to boost workflow efficiency, track tasks, build templates, integrate AI insights, and design end-to-end automation pipelines.
Deep Learning in Electronic Health Records
Explore deep learning principles and architectures applied to Electronic Health Records, covering CNNs, RNNs, imputation techniques, and EHR encodings using MIMIC-III data for clinical prediction.
Clinical Decision Support Systems
Explore key concepts in Clinical Decision Support Systems, including ML evaluation, fairness assessment, decision curve analysis, explainability, and privacy concerns in deep learning models.
Capstone Assignment
Apply explainable AI techniques—LIME, Grad-CAM, and permutation importance—on real MIMIC-III clinical data to build transparent, trustworthy deep learning models for healthcare decision support.
Visualizing Products and Assets with SAP Integrated Product Development
Explore SAP Integrated Product Development Visualization to transform product and asset data into interactive 2D/3D experiences, covering uploads, editing, animations, AI hotspots, and automation scripts.
AI System Impact Assessment Guidance
Gain insights into conducting AI system impact assessments, covering governance principles, risk management, and ISO/IEC 42001 compliance to ensure ethical and responsible AI adoption.
AI Management Essentials: Integrating ISO 42001 & ISO 23894
Master responsible AI management using ISO/IEC 42001 & ISO/IEC 23894 frameworks, covering risk assessment, governance, ethics, and practical tools for sustainable AI adoption in organizations.
Explainable Deep Learning Models for Healthcare
Explore explainability methods like LIME, SHAP, and CAM for deep learning in healthcare, covering interpretability, axiomatic attributions, and attention mechanisms for time-series classification.