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Big Data E-Book

  • Authors
  • Chapter 1. Introduction
    • 1.1 Overview
    • 1.2 The Concept of Big Data
  • Chapter 2. Starting a Career Path in Big Data
    • 2.1 Overview
    • 2.2 Why Become a Big Data Professional?
    • 2.3 What Traits are needed for a Big Data Career?
    • 2.4 People in the Industry
    • 2.5 What’s Next?
    • 2.6 Introduction to Technical Skill Requirements
    • 2.7 What a Big Data Scientist is (and is not)
    • 2.8 Required Skills in Specific Fields
    • 2.9 Conclusion
    • 2.10 Works Cited
  • [Activities] Career Path Checklist
    • Activity 1. Traits of Big Data Professionals
    • Activity 2: Skills of Big Data Professionals
    • Activity 3. Create a Cover Letter and Resume for Big Data Jobs
  • Chapter 3. Applications of Big Data Analytics to the Use of Social Media
    • 3.1 Overview
    • 3.2 Why Social Media?
    • 3.3 Value of Social Media Data as Big Data
    • 3.4 Social Media Analytics
    • 3.5 Applications of Social Media Analytics
    • 3.6 Case study on Disease and Health
    • 3.7 Case study on Situational Awareness
    • 3.8 Future and Related Work
    • 3.9 Conclusion
    • 3.10 Works Cited
  • [Tutorials] Twitter Data Analytics
    • Tutorial 1. Azure Lab: Twitter and Tweepy
    • Tutorial 2. Azure Lab: Azure Stream Analytics
    • Tutorial 3. Azure Lab: Viewing Output with Power BI
  • Chapter 4. Applications of Big Data Analytics to Simulation-Based Physics
    • 4.1 Overview
    • 4.2 Introduction to Physics Simulation
    • 4.3 Traditional Approaches to Solving Physics Problems
    • 4.4 Applying Big Data Analytics to Computational Physics
    • 4.5 Remaining Challenges
    • 4.6 Conclusion
    • 4.7 Works Cited
  • [Tutorials] Physics Simulation using Blender
    • Tutorial 1. Downloading Blender
    • Tutorial 2. Bouncing Ball
    • Tutorial 3. Massive Pinball
    • Tutorial 4. Block Tower
    • Tutorial 5. Brick House
  • Chapter 5. How Big Data is Used to Find Love
    • 5.1 Overview
    • 5.2 What is Online Dating?
    • 5.3 Big Data Analytics for Online Dating Services
    • 5.4 Conclusion
    • 5.5 Works Cited
  • [Activities] Online Dating Activity
  • [Term Project] Digital Storytelling
    • [Term Project] Examples of Digital Storytelling on Big Data Analytics
  • Resources
    • 1. Online Courses
    • 2. Data Science Tutorials

Chapter 4. Applications of Big Data Analytics to Simulation-Based Physics

with Ryan Bury

4.1 Overview
4.2 Introduction to Physics Simulation
4.3 Traditional Approaches to Solving Physics Problems
4.4 Applying Big Data Analytics to Computational Physics
4.5 Remaining Challenges
4.6 Conclusion
4.7 Works Cited

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