2024 Cloud Computing and Big Data Short Lecture 14 OpenStack Cloud Operating System 💻
2024 Cloud Computing and Big Data Short Lecture 14 OpenStack Cloud Operating System 💻
Cloud Computing & Big Data CourseParallel & Scalable Machine Learning & Deep Learning16 university lectures with additional practical lectures for hands-on exercises in contextThe University of Iceland, School of Engineering and Natural SciencesFaculty of Industrial Engineering, Mechanical Engineering and Computer ScienceFall 2024Course Outline1. Cloud Computing & Big Data Introduction2. Machine Learning Models in Clouds3. Apache Spark for Cloud Applications4. Virtualization & Data Center Design5. Map-Reduce Computing Paradigm6. Deep Learning driven by Big Data7. Deep Learning Applications in Clouds8. Infrastructure-As-A-Service (IAAS)9. Platform-As-A-Service (PAAS)10. Software-As-A-Service (SAAS)11. Big Data Analytics & Cloud Data Mining12. Docker & Container Management13. Hyperparameter Optimization & AutoML14. OpenStack Cloud Operating System15. Online Social Networking & Graph Databases16. Epilogue
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