Cloud Computing and Big Data – Course Fall 2018

Parallel & Scalable Machine Learning & Deep Learning
16 university lectures with additional practical lectures for hands-on exercises in context
University of Iceland, School of Engineering and Natural Sciences
Faculty of Industrial Engineering, Mechanical Engineering and Computer Science
Fall 2018


Cloud Computing and Big Data - Course Fall 2018

Lecture 0 – Prologue
Slides PDF (9,59 MB)

[Optional Webinar] Practical Lecture 0.1 – Short Introduction to Python & Jupyther
Slides PDF (3,63 MB)

Lecture 1 – Cloud Computing & Big Data
Slides PDF (3,66 MB)

Lecture 2 – Machine Learning in Clouds
Slides PDF (7,11 MB)

Lecture 3 – Apache Spark for Cloud Applications
Slides PDF (4,37 MB)

[Optional Webinar] Practical Lecture 3.1 – Microsoft Azure Cloud Computing with HDInsight
Slides PDF (9,09 MB)

Lecture 4 – Virtualization and Data Center Design
Slides PDF (7,01 MB)