Back to Hadoop Platform and Application Framework
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: PySpark
Status: Distributed Computing
Course26 hours

Featured reviews

MT

4.0Reviewed 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.

FW

4.0Reviewed 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.

DZ

4.0Reviewed 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

5.0Reviewed 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.

T

5.0Reviewed 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.

BM

4.0Reviewed 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

4.0Reviewed 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.

CE

5.0Reviewed 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..!

SJ

5.0Reviewed 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.

WJ

4.0Reviewed 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.

OR

4.0Reviewed 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.

CD

5.0Reviewed 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.

All reviews

Showing: 20 of 761

Mengfei Wang
1.0
Reviewed Oct 5, 2018
Ryan Han
1.0
Reviewed Aug 23, 2019
Jan Niklas Engel
3.0
Reviewed Apr 11, 2020
Davide Cornali
2.0
Reviewed Oct 8, 2019
Balamurali Ananthan
1.0
Reviewed Apr 12, 2021
Leonel Gayard
3.0
Reviewed Jan 28, 2018
Seongtaek Lim
2.0
Reviewed Jun 20, 2020
Maksim Bocharenko
1.0
Reviewed Feb 16, 2017
Ray Endo
5.0
Reviewed Mar 24, 2020
Shreeyash Khalate
3.0
Reviewed May 12, 2020
Omar Kahwaji
1.0
Reviewed Oct 2, 2017
Tiago Luna
1.0
Reviewed Nov 30, 2017
Oana Matei
1.0
Reviewed Oct 11, 2016
Pablo Torre
1.0
Reviewed Apr 10, 2018
Derek Jung
5.0
Reviewed May 18, 2020
Leon Drygala
5.0
Reviewed Nov 17, 2019
Deleted Account
5.0
Reviewed Oct 25, 2015
Hong Jiao
2.0
Reviewed Jan 10, 2016
Denise McInerney
2.0
Reviewed Jan 3, 2016
Dmitrii Afonkin
1.0
Reviewed Sep 5, 2021