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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.

Status: Python Programming
Status: Apache Hadoop
Course26 hours

Featured reviews

CD

Reviewed Jan 16, 2016

Really nice course, where you can get into details on how Hadoop and Spark works. I miss an update with dataframes and newer versions of Spark and Cloudera VM, but it's OK for this level.

SS

Reviewed 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.

CE

Reviewed 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..!

BM

Reviewed 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.

DZ

Reviewed 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.

KE

Reviewed Nov 15, 2015

I really enjoyed this course. It helped me a lot in making my first steps through Big Data. I'm really looking forward for the next courses in Big Data specialization.

EB

Reviewed 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

Reviewed 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

Reviewed 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.

T

Reviewed 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.

OR

Reviewed 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.

WJ

Reviewed Oct 25, 2020

The presentation of some of the lecture materials was quite bad. It'd help if you already had some foundation. It did help me reinforce my understanding and I did learn something new.

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