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University of California San Diego

Hadoop Platform and Application Framework

This course is for novice programmers or business people who would like to understand the core tools used to wrangle and analyze big data. With no prior experience, you will have the opportunity to walk through hands-on examples with Hadoop and Spark frameworks, two of the most common in the industry. You will be comfortable explaining the specific components and basic processes of the Hadoop architecture, software stack, and execution environment. In the assignments you will be guided in how data scientists apply the important concepts and techniques such as Map-Reduce that are used to solve fundamental problems in big data. You'll feel empowered to have conversations about big data and the data analysis process.

状态:Python Programming
状态:System Configuration
课程小时

精选评论

DZ

4.0评论日期:Dec 21, 2015

I don't think the answers of quiz are accurate. Some answers may be true in some cases, but not in others. Difficult to choose, even review the videos and do some google.

JF

4.0评论日期:Mar 29, 2016

Very good overview course. I didn't like the sample data for shows/channels, but it worked still. Perhaps there's a better example we can use for the assignments.

SS

5.0评论日期:Jan 18, 2017

This is a great introductory course for entry level Hadoop learner. I hope more content can be added into this course. This course overlaps with other big data courses offered by USDC.

T

5.0评论日期:Jun 26, 2016

some assignments are ambiguous like hadoop advance join assignment expect answer having int val but people were uploading those values as str and it keeps failing.

EB

5.0评论日期:Dec 18, 2016

Curso excepcional, a minha unica recomendacao e que ele passe uma bagagem um pouco maior de spark, para facilitar o entendimento e resolucao dos exercicios finais.

AJ

4.0评论日期:Feb 8, 2016

This course does a very good job at explaining key concepts however some of the quiz questions are not clearly answered in the material. Be sure to take detailed notes

FW

4.0评论日期:Jun 15, 2016

Good introductionary course to get familiar with Hadoop and Spark.Could dig a bit deeper. It's only 5 weeks long, which accounts for half a trimester. Two of those makes one full size class.

SJ

5.0评论日期:Aug 4, 2017

Course is very much helpful to enhance knowledge as it is designed based on concepts and hands on exercise. So one just can not complete without proper understanding.

CF

4.0评论日期:May 7, 2018

The course is a good introduction to the Hadoop world. If you already know a little Hadoop is better. Python knowledge can also be useful for passing tests.

CA

4.0评论日期:Dec 9, 2015

Very detailed , thorough introduction to a lot of the Hadoop ecosystem. Nice explanation and assignment to get a feel for Spark. At times a bit dry but altogether a well structured and taught course.

BM

4.0评论日期:Mar 1, 2016

Very good overview, but not extremely in-depth. It's a great course to get an understanding of the concepts and you can investigate deeper later into the topics that interest you.

OR

4.0评论日期:Sep 24, 2019

This course gives a nice introduction to Hadoop basics. Unfortunatly, i faced many issues to work with cloudera VM and some commands in tutorials are obsolete. Thank you very much for your efforts.

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Mengfei Wang
1.0
评论日期:Oct 5, 2018
Ryan Han
1.0
评论日期:Aug 23, 2019
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3.0
评论日期:Apr 11, 2020
Davide Cornali
2.0
评论日期:Oct 8, 2019
Balamurali Ananthan
1.0
评论日期:Apr 11, 2021
Leonel Gayard
3.0
评论日期:Jan 28, 2018
Seongtaek Lim
2.0
评论日期:Jun 19, 2020
Maksim Bocharenko
1.0
评论日期:Feb 16, 2017
Ray Endo
5.0
评论日期:Mar 24, 2020
Shreeyash Khalate
3.0
评论日期:May 12, 2020
Omar Kahwaji
1.0
评论日期:Oct 2, 2017
Tiago Luna
1.0
评论日期:Nov 30, 2017
Oana Matei
1.0
评论日期:Oct 11, 2016
Pablo Torre
1.0
评论日期:Apr 9, 2018
Derek Jung
5.0
评论日期:May 17, 2020
Leon Drygala
5.0
评论日期:Nov 16, 2019
Deleted Account
5.0
评论日期:Oct 25, 2015
Hong Jiao
2.0
评论日期:Jan 10, 2016
Denise McInerney
2.0
评论日期:Jan 3, 2016
Dmitrii Afonkin
1.0
评论日期:Sep 5, 2021