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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:Data Infrastructure
状态:PySpark
课程小时

精选评论

MT

4.0评论日期:Oct 5, 2016

Covers the basics well, but lacks depth and integration between the weeks. E.g. it would be nice to see how to use Spark + HDFS together and what the efficiency considerations are.

CE

5.0评论日期:Jan 12, 2016

Excellent material, teachers and all in place to head studies in the right direction to learn Hadoop and related tools..!Thanks very much for the great time shared with us..!

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.

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.

NS

4.0评论日期:Aug 3, 2017

The questions for the last quizzes were not discussed in the courses. Also, the subtitles can be improved (a lot of times they were mismatching the talker).

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.

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.

ES

4.0评论日期:Mar 24, 2016

Course was good. Instructors/creators not available or reachable for questions. Students need to be told they need to have a basic programing or Python knowledge.

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.

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.

JJ

4.0评论日期:Aug 28, 2018

Excellent place to start learning Hadoop! It was a bit advanced at times for me but I could figure things out after reviewing the course materials 2-3 times.

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Mengfei Wang
1.0
评论日期:Oct 5, 2018
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3.0
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2.0
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1.0
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5.0
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3.0
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1.0
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1.0
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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