Learn how to explain what a private cloud is and how to set it up.
- Creating your own private cloud is no longer out of reach…thanks to many free or inexpensive software solutions.…However, words like free and inexpensive…are quite misleading…because the expenses can increase very quickly…when you scale things up by adding more servers…and try to maintain…the software and hardware professionally.…However, free and open source solutions are excellent…for teaching and learning purposes.…
Our learning goal here is to get a good feel…for what it's like to run your own private cloud server…and it doesn't take too much to try out different solutions.…All you need is a computer you can completely wipe out…to install the cloud computing software of your choice.…The process of setting up your own private cloud…is not that different from building a public cloud.…The only major difference is who actually uses the system.…
If the server is dedicated to one organization,…it is private.…If you share the same server among multiple organizations,…then it's public.…The most important piece…of cloud computing software is hypervisor…
Author
Released
8/30/2018- Enabling technologies in data science
- Cloud computing and virtualization
- Installing and working with Proxmox, Hadoop, Spark, and Weka
- Managing virtual machines on Proxmox
- Distributed processing with Spark
- Fundamental applications of machine learning
- Distributed systems and distributed processing
- How Hadoop, Spark, and Weka can work together
Skill Level Beginner
Duration
Views
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Introduction
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Course organization1m 17s
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1. Introduction to Data Science
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Introduction1m 51s
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Data science2m 53s
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Fundamental skills3m 42s
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Enabling technologies2m 4s
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2. Cloud Computing
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Cloud fundamentals3m 29s
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Types of cloud3m 19s
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Solution providers2m 22s
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Proxmox: Installation2m 26s
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3. Distributed File Systems
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Distributed file systems2m 44s
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Fundamentals2m 45s
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Hadoop hands-on2m 8s
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Hadoop: Preparation4m 11s
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Hadoop: Installation4m 18s
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Hadoop: MapReduce hands-on8m 52s
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4. Distributed Processing
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Spark: Installation6m 24s
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Spark: Spark shell4m 28s
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Spark: pyspark4m 32s
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Spark: Application4m 1s
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5. Machine Learning
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Machine learning2m 41s
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Fundamentals2m 16s
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Types of machine learning2m 59s
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Weka: Installation2m 33s
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Weka: GUI3m 35s
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Weka: Training vs. testing3m 21s
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Weka: Clustering2m 12s
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6. Case Study
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Putting it all together2m 42s
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Hadoop cluster: Operation4m 57s
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Spark, YARN, and Hadoop6m 42s
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Weka and Spark3m 12s
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Conclusion
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Next steps41s
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Video: Private cloud hands-on with Proxmox