University of California San Diego
Big Data Modeling and Management Systems
University of California San Diego

Big Data Modeling and Management Systems

This course is part of Big Data Specialization

Taught in English

Some content may not be translated

Ilkay Altintas
Amarnath Gupta

Instructors: Ilkay Altintas

96,199 already enrolled

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Course

Gain insight into a topic and learn the fundamentals

4.4

(2,985 reviews)

|

93%

13 hours (approximately)
Flexible schedule
Learn at your own pace

Details to know

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Assessments

4 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.4

(2,985 reviews)

|

93%

13 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Big Data Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
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There are 6 modules in this course

Welcome to this course on big data modeling and management. Modeling and managing data is a central focus of all big data projects. In these lessons we introduce you to the concepts behind big data modeling and management and set the stage for the remainder of the course.

What's included

14 videos8 readings3 discussion prompts

Modeling big data depends on many factors including data structure, which operations may be performed on the data, and what constraints are placed on the models. In these lessons you will learn the details about big data modeling and you will gain the practical skills you will need for modeling your own big data projects.

What's included

11 videos8 readings1 quiz2 discussion prompts

These lessons continue to shed light on big data modeling with specific approaches including vector space models, graph data models, and more.

What's included

5 videos5 readings1 quiz

Data models deal with many different types of data formats. Streaming data is becoming ubiquitous, and working with streaming data requires a different approach from working with static data. In these lessons you will gain practical hands-on experience working with different forms of streaming data including weather data and twitter feeds.

What's included

6 videos7 readings1 quiz1 discussion prompt

Managing big data requires a different approach to database management systems because of the wide variation in data structure which does not lend itself to traditional DBMSs. There are many applications available to help with big data management. In these lessons we introduce you to some of these applications and provide insight into how and when they might be appropriate for your own big data management challenges.

What's included

7 videos2 readings1 quiz

In these lessons we give you the opportunity to learn about big data modeling and management using a fictitious online game called "Catch the Pink Flamingo".

What's included

1 reading1 peer review2 discussion prompts

Instructors

Instructor ratings
4.4 (149 ratings)
Ilkay Altintas
University of California San Diego
14 Courses481,091 learners
Amarnath Gupta
University of California San Diego
10 Courses454,614 learners

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4.4

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