SGLearn@From 0 to 1 : Spark for Data Science with Python

Online Course

Udemy

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What is the course about?
Prerequisites & Facts
Cost, Certificate & Degree
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What is the course about?

SGLearn@From 0 to 1 : Spark for Data Science with Python

The course SGLearn@From 0 to 1 : Spark for Data Science with Python is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

This is an Adapted Course for Singaporeans picking up new skillsets and competencies under the CITREP+ Scheme.

Course description

SGLearn@From 0 to 1 : Spark for Data Science with Python

Use Spark for a variety of analytics and Machine Learning tasks
Implement complex algorithms like PageRank or Music Recommendations
Work with a variety of datasets from Airline delays to Twitter, Web graphs, Social networks and Product Ratings
Use all the different features and libraries of Spark : RDDs, Dataframes, Spark SQL, MLlib, Spark Streaming and GraphX

The course assumes knowledge of Python. You can write Python code directly in the PySpark shell. If you already have IPython Notebook installed, we’ll show you how to configure it for Spark
For the Java section, we assume basic knowledge of Java. An IDE which supports Maven, like IntelliJ IDEA/Eclipse would be helpful
All examples work with or without Hadoop. If you would like to use Spark with Hadoop, you’ll need to have Hadoop installed (either in pseudo-distributed or cluster mode).

8.5 hours on-demand video
59 downloadable resources
Full lifetime access
Access on mobile and TV
Certificate of Completion
DioPACT SG

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Prerequisites & Facts

SGLearn@From 0 to 1 : Spark for Data Science with Python

Course Topic

Apache Spark, Data Science, Development

University, College, Institution

Udemy

Course Skill Level

see course summary

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

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Degree & Cost

SGLearn@From 0 to 1 : Spark for Data Science with Python

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.

Udemy

SGLearn@From 0 to 1 : Spark for Data Science with Python

provided by Udemy

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