2025 Cloud Computing & Big Data Lecture 1 Cloud Computing & Big Data Introduction Part2 💻
Автор: Prof Dr - Ing Morris Riedel
Загружено: 2025-09-02
Просмотров: 105
Lecture 1 - Cloud Computing & Big Data Introduction 🖥️ - Part Two
Cloud Computing & Big Data Course
Parallel & Scalable Machine Learning & Deep Learning
16 university lectures with additional practical lectures for hands-on exercises in context
The University of Iceland, School of Engineering and Natural Sciences
Faculty of Industrial Engineering, Mechanical Engineering and Computer Science
Fall 2025
Course Outline
1. Cloud Computing & Big Data Introduction
2. Machine Learning Models in Clouds
3. Apache Spark for Cloud Applications
4. Virtualization & Data Center Design
5. Deep Learning driven by Big Data
6. Deep Learning Applications in Clouds
7. Large Language Models & GenAI in Clouds
8. Map-Reduce Computing Paradigm
9. Infrastructure-As-A-Service (IAAS)
10. Platform-As-A-Service (PAAS)
11. Software-As-A-Service (SAAS)
12. Big Data Analytics & Cloud Data Mining
13. Docker & Container Management
14. Hyperparameter Optimization & AutoML
15. OpenStack Cloud Operating System
16. Epilogue
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