Big Data Open Source Software Projects

• old course: http://datascience.scholargrid.org/courses/SoIC/INFO_I_590/SPRING_2016/info

• homework: rst pages: file:///Users/big/github/cloudmesh-new/classes/spring-2016/docs/build/html/index.html

  login, github, ansible

• slides and videos: https://iu.app.box.com/s/pes3skivaj77lgdfb5g02g5vna1ehew5

• example lessons on technologies:

  file:///Users/big/github/cloudmesh-new/classes/spring-2016/docs/build/html/lesson/collaboration/git.html

where is teaching material on ansible * http://bdossp-spring2016.readthedocs.io/en/latest/lesson/ansible.html * http://bdossp-spring2016.readthedocs.io/en/latest/lesson/ansible_playbook.html * http://bdossp-spring2016.readthedocs.io/en/latest/lesson/ansible_roles.html

ANsible official:

• best practice https://docs.ansible.com/ansible/playbooks_best_practices.html
• ansible: http://docs.ansible.com/ansible/index.html

Warning

This site is still under construction

• Semester: Spring 2017
• Link to Read the Docs: http://cloudmesh_classes.readthedocs.io/en/latest/

Todo

• Link to OpenEdX for this class

Todo

refcards is missing

Todo

fix gitlab.rst

Course

• Syllabus
  • Errata
  • Section 1 - Introduction
  • Section 2 - Overview of Data Science: What is Big Data, Data Analytics and X-Informatics?
  • Section 3 - Health Informatics Case Study
  • Section 4 - Sports Case Study
  • Section 5 - Technology Training - Python & FutureSystems (will be updated)
  • Section 6 - Physics Case Study
  • Section 7 - Big Data Use Cases Survey
  • Section 8 - Technology Training - Plotviz
  • Section 9 - e-Commerce and LifeStyle Case Study
  • Section 10 - Technology Training - kNN & Clustering
  • Section 11 - Cloud Computing Technology for Big Data Applications & Analytics (will be updated)
  • Section 12 - Web Search and Text Mining and their technologies
  • Section 13 - Technology for Big Data Applications and Analytics
  • Section 14 - Sensors Case Study
  • Section 15 - Radar Case Study
• FAQ
  • I am full time student at IUPUI? Can I take the online version?
  • I am a residential student can I take the online version only?
  • Do I need to buy a textbook?
  • Do I need a computer to participate in this class?
  • How to write a research article on computer science
  • How to you use bibliography managers JabRef & Endnote or Mendeley
  • Plagiarism test and resources related to that
  • How many hours will this course take to work on every week?
• Homework
  • Assignments
  • Assignment Guidelines
  • Homework upload
• Using GitLab
  • Getting an account
  • Upload your public key
  • How to configure Git and Gitlab for your computer
  • Using Web browsers to upload
  • Using Git GUI tools
  • Submission of homework
  • Git Resources
• Software Projects
  • Common Requirements
  • Deployment Projects
  • IaaS
  • Analytics Projects
  • Project Idea: World wide road kill
  • Project Idea: Author disambiguty problem

Python for Big Data

• Introduction to Python
  • Acknowledgments
  • Description
  • Installation
  • Alternative Installations
  • Resources
  • Prerequisite
  • Dependencies
  • Learning Goals
  • Using Python on FutureSystems
  • Interactive Python
  • Syntax
  • Writing and Saving Programs
  • Installing Libraries
  • Further Learning
  • Exercises
  • Ecosystem
• Python for Big Data
  • Managing Data
  • Numpy
  • Graphics Libraries
  • Network and Graphs
  • Examples

Todo

driverslicense.rst missing

Useful Tools and Tips

• Datasets
• Reference Managers
  • jabref
  • Endnote
  • Mendeley
  • Zotero
• Using SSH Keys
  • Using SSH from Windows
  • Using SSH on Mac OS X
  • Generate a SSH key
  • Add or Replace Passphrase for an Already Generated Key
• Links Report

APPENDIX

• Homework References

Todo

check all in drafts

Drafts(TODO)

• Drafts (TODO)
  • Software Projects
  • Additional Programming Assignemts 2
  • Installing Cloudmesh Client
  • Hadoop
  • Refernces
  • Cloud Resources
  • QuickStart for OpenStack on FutureSystems
  • Example

Contributing

• Todos
  • General
• Changelog
  • %%version%% (unreleased)