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Free online courses and certificates from Unicef, The Open University, University of Edinburgh, University of London and other top universities in United Kingdom. Learn Genetic Algorithms, Sociology, Multimodal AI and other popular topics.
Master AI-based optimization techniques through genetic algorithms and particle swarm optimization, applying evolutionary computation principles to solve real engineering problems using MATLAB.
Explore gentrification's cultural impact on urban housing, examining theoretical explanations, international case studies, and strategies to address displacement and neighborhood change.
Explore ethical AI use in academia, covering tools, applications, and integrity. Gain skills for responsible AI integration in research and writing while addressing key ethical concerns.
Master strategic leadership skills to navigate disruption, identify opportunities, and drive digital transformation across organizations.
Explore generative AI's impact on healthcare through case studies, ethics, and future perspectives, equipping students and professionals with balanced, practical knowledge.
Explore MIMIC-III, the largest public EHR database. Learn database design, querying tools, and data extraction for developing clinically useful machine learning algorithms in healthcare.
Explore interpretability and explainability in machine learning for healthcare, covering global and local methods, state-of-the-art techniques, and attention mechanisms in deep learning models.
Explore MIMIC-III, the largest public EHR database, to query, extract, and visualize clinical data, understand ICD coding systems, and develop machine learning algorithms for precision medicine.
Explore explainability methods like LIME, SHAP, and CAM for deep learning in healthcare, covering interpretability, axiomatic attributions, and attention mechanisms for time-series classification.
Discover the core principles of strategic business leadership and learn to guide organizations through strategic journeys with clarity and long-term impact.
Analyse data's role in decision-making, evaluate traditional leadership models, and learn tactics to become a data-savvy leader in the 21st century's complex environment.
Explore cutting-edge 6G wireless technologies including RIS, LiFi, AI communications, blockchain integration, and healthcare applications through expert insights and hands-on learning.
Develop practical data literacy skills and frameworks to make confident, data-driven leadership decisions in complex, volatile environments. No technical knowledge required.
Explore deep learning principles and architectures for electronic health records, focusing on time-series classification, imputation techniques, and encoding strategies using MIMIC-III database for clinical predictions.
This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to pass.
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