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University of California San Diego

Big Data Integration and Processing

This course is part of Big Data Specialization

Ilkay Altintas
Amarnath Gupta

Instructors: Ilkay Altintas

76,601 already enrolled

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Gain insight into a topic and learn the fundamentals.
4.4

(2,402 reviews)

Beginner level
No prior experience required
Flexible schedule
Approx. 17 hours
Learn at your own pace
89%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.4

(2,402 reviews)

Beginner level
No prior experience required
Flexible schedule
Approx. 17 hours
Learn at your own pace
89%
Most learners liked this course

Details to know

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Assessments

10 assignments

Taught in English

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This course is part of the Big Data Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 7 modules in this course

Welcome to the third course in the Big Data Specialization. This week you will be introduced to basic concepts in big data integration and processing. You will be guided through installing Docker, downloading the data sets to be used for this course, and learning how to work with Jupyter notebooks.

What's included

3 videos5 readings1 discussion prompt

This module covers the various aspects of data retrieval and relational querying. You will also be introduced to the Postgres database.

What's included

5 videos2 readings

This module covers the various aspects of data retrieval for NoSQL data, as well as data aggregation and working with data frames. You will be introduced to MongoDB and Aerospike, and you will learn how to use Pandas to retrieve data from them.

What's included

5 videos3 readings2 assignments1 discussion prompt

In this module you will be introduced to data integration tools including Splunk and Datameer, and you will gain some practical insight into how information integration processes are carried out.

What's included

11 videos4 readings2 assignments1 discussion prompt

This module introduces Learners to big data pipelines and workflows as well as processing and analysis of big data using Apache Spark.

What's included

9 videos4 readings2 assignments3 discussion prompts

In this module, you will go deeper into big data processing by learning the inner workings of the Spark Core. You will be introduced to two key tools in the Spark toolkit: Spark MLlib and GraphX.

What's included

9 videos4 readings2 assignments1 discussion prompt

In this module you will get some practical hands-on experience applying what you learned about Spark and MongoDB to analyze Twitter data.

What's included

4 readings2 assignments

Instructors

Instructor ratings
4.4 (128 ratings)
Ilkay Altintas
University of California San Diego
14 Courses492,871 learners
Amarnath Gupta
University of California San Diego
10 Courses465,540 learners

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4.4

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Reviewed on Dec 3, 2016

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Reviewed on Oct 8, 2017

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Reviewed on Feb 20, 2019

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