University of California San Diego

Introduction to Big Data

This course is part of Big Data Specialization

Taught in English

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Ilkay Altintas
Amarnath Gupta

Instructors: Ilkay Altintas

316,179 already enrolled

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Course

Gain insight into a topic and learn the fundamentals

4.6

(10,791 reviews)

|

96%

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

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Assessments

6 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.6

(10,791 reviews)

|

96%

17 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
  • Earn a shareable career certificate
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There are 6 modules in this course

Welcome to the Big Data Specialization! We're excited for you to get to know us and we're looking forward to learning about you!

What's included

2 videos2 readings1 discussion prompt

Data -- it's been around (even digitally) for a while. What makes data "big" and where does this big data come from?

What's included

13 videos13 readings1 quiz2 discussion prompts

You may have heard of the "Big Vs". We'll give examples and descriptions of the commonly discussed 5. But, we want to propose a 6th V and we'll ask you to practice writing Big Data questions targeting this V -- value.

What's included

7 videos9 readings1 quiz2 discussion prompts

We love science and we love computing, don't get us wrong. But the reality is we care about Big Data because it can bring value to our companies, our lives, and the world. In this module we'll introduce a 5 step process for approaching data science problems.

What's included

11 videos12 readings1 quiz2 discussion prompts

Big Data requires new programming frameworks and systems. For this course, we don't programming knowledge or experience -- but we do want to give you a grounding in some of the key concepts.

What's included

4 videos4 readings1 quiz

Let's look at some details of Hadoop and MapReduce. Then we'll go "hands on" and actually perform a simple MapReduce task in the Cloudera VM. Pay attention - as we'll guide you in "learning by doing" in diagramming a MapReduce task as a Peer Review.

What's included

11 videos8 readings2 quizzes1 peer review1 discussion prompt

Instructors

Instructor ratings
4.7 (1,754 ratings)
Ilkay Altintas
University of California San Diego
14 Courses481,062 learners
Amarnath Gupta
University of California San Diego
10 Courses454,589 learners

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Recommended if you're interested in Data Analysis

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