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Fundamentals of Big Data
  • Level Foundation
  • المدة 12 ساعات hours
  • الطبع بواسطة LearnQuest
  • Offered by

عن

Welcome to Fundamentals of Big Data, the fourth course of the Key Technologies of Data Analytics specialization. By enrolling in this course, you are taking the next step in your career in data analytics. This course is the fourth of a series that aims to prepare you for a role working in data analytics. In this course, you will be introduced to many of the core concepts of big data. You will learn about the primary systems used in big data. We’ll go through phases of a common big data life cycle. This course covers a wide variety of topics that are critical for understanding big data and are designed to give you an introduction and overview as you begin to build relevant knowledge and skills.

الوحدات

Large Data Sets

    • 4 Videos
    • 1 Readings
    • 2 Discussion
    • 1 Assignment
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1 Assignment

  • Large Data Sets

2 Discussions

  • Why Is Bigger Better?
  • Research Large Data Sets And Share With The Group

4 Videos

  • Course Introduction And Objectives
  • Module Introduction And Objectives
  • Introduction To Large Data Sets
  • Large Data Sets In Your Reading

1 Readings

  • Practical Advice For Analysis Of Large, Complex Data Sets

Big Data Strategies

    • 2 Videos
    • 1 Readings
    • 2 Discussion
    • 1 Assignment
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1 Assignment

  • Big Data Strategies

2 Discussions

  • We're Gonna Need A Bigger Database!
  • Research Big Data Strategies And Share With The Group

2 Videos

  • Introduction To Big Data Strategies
  • Big Data Strategies In Your Reading

1 Readings

  • How To Define A Big Data Strategy

Big Data Technologies

    • 3 Videos
    • 1 Readings
    • 2 Discussion
    • 2 Assignment
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2 Assignment

  • Big Data Technologies
  • Module 1 Graded Quiz

2 Discussions

  • Big Data Needs Big Tech
  • Research Big Data Technologies And Share With The Group

3 Videos

  • Introduction To Big Data Technologies
  • Big Data Technologies In Your Reading
  • Module 1 Summary

1 Readings

  • Top 10 Big Data Technologies

Volume

    • 3 Videos
    • 1 Readings
    • 2 Discussion
    • 1 Assignment
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1 Assignment

  • Volume

2 Discussions

  • Mo' Data, Mo' Problems
  • Research Volume In Big Data And Share With The Group

3 Videos

  • Module Introduction And Objectives
  • Introduction To Volume
  • Big Data Volume In Your Reading

1 Readings

  • Data Awareness: Best Practices for Managing Massive Unstructured Data Volumes

Velocity

    • 2 Videos
    • 1 Readings
    • 2 Discussion
    • 1 Assignment
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1 Assignment

  • Velocity

2 Discussions

  • Try To Keep Up
  • Research Velocity In Big Data And Share With The Group

2 Videos

  • Introduction To Velocity
  • Velocity In Your Reading

1 Readings

  • Big Data: Forget Volume and Variety, Focus On Velocity

Variety

    • 2 Videos
    • 1 Readings
    • 2 Discussion
    • 1 Assignment
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1 Assignment

  • Variety

2 Discussions

  • Variety Is The Spice Of Big Data
  • Research Variety In Big Data And Share With The Group

2 Videos

  • Introduction To Variety
  • Variety In Your Reading

1 Readings

  • 6 Examples Of Data Variety

Add Data in Your AWS Environment

    • 2 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Module 2 Graded Quiz

2 Videos

  • Hands-On: Add Data in Your AWS Environment
  • Module 2 Summary

1 Readings

  • Add Data To Your AWS Environment

Data Ingestion

    • 3 Videos
    • 1 Readings
    • 2 Discussion
    • 1 Assignment
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1 Assignment

  • Data Ingestion

2 Discussions

  • Data In, Analytics Out
  • Research Data Ingestion And Share With The Group

3 Videos

  • Module Introduction And Objectives
  • Introduction To Data Ingestion
  • Data Ingestion In Your Reading

1 Readings

  • Data Ingestion: Pipeline, Architecture, Tools, Challenges

Data Persistence

    • 2 Videos
    • 2 Readings
    • 1 Discussion
    • 1 Assignment
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1 Assignment

  • Data Persistence

1 Discussions

  • Persistence Pays

2 Videos

  • Introduction To Data Persistence
  • Data Persistence In Your Reading

2 Readings

  • Understanding Big Data Persistence
  • Research Data Persistence And Share With The Group

Computing and Analysis

    • 2 Videos
    • 1 Readings
    • 2 Discussion
    • 1 Assignment
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1 Assignment

  • Computing And Analysis

2 Discussions

  • Does Not Compute
  • Research Computing And Analysis And Share With The Group

2 Videos

  • Introduction To Computing And Analysis
  • Computing And Analysis In Your Reading

1 Readings

  • Building A Data Platform For Mission Critical Analytics

Visualization

    • 3 Videos
    • 1 Readings
    • 2 Discussion
    • 2 Assignment
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2 Assignment

  • Visualization
  • Module 3 Graded Quiz

2 Discussions

  • A Picture's Worth 1000 Words
  • Research Visualization And Share With The Group

3 Videos

  • Introduction To Visualization
  • Visualization In Your Reading
  • Module 3 Summary

1 Readings

  • Importance Of Data Visualization For Your Business

Auto Summary

Embark on your data analytics career with the "Fundamentals of Big Data" course offered by Coursera. This foundational course delves into core big data concepts, primary systems, and life cycle phases. Perfect for beginners, it spans 720 minutes and is part of the Key Technologies of Data Analytics specialization. Flexible subscription options include Starter and Professional plans.

Erik Herman
Instructor

Erik Herman