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GSS > Training courses > Face to face > Introduction to Pyspark

Introduction to Pyspark

Open to
All staff in the Government Statistical Service
Training category
Data science, Using statistical computer programs
Type of training
Face to face, Online
Length
2 days
Organiser
GSS Capability
Provider
GSS Capability
Location
London, Newport, Titchfield, Leeds, Online, Other locations available on request

Description:

This course will give you an understanding of Pyspark, the Python interface to the distributed processing tool Spark. With it, you will be able to handle huge data sets effortlessly, and process, query, and manipulate data which is beyond the reach of traditional programming languages.

Over two days, the course will cover the why and how of distributed processing, give a strong introduction to the key data structure of Pyspark, and teach you how to investigate data, combine it, query it and run complex transformations upon it.

With a hands-on approach, you will be writing a lot of code throughout the material, getting to immediately try out what you have just learnt, before finishing with a pair of case studies designed to combine everything you have learnt over the course.

Prerequisites:

Experience with Python is essential. No prior knowledge of Pyspark or distributed processing is needed.

Learning outcomes:

By the end of the course you will:

  • be confident using Pyspark
  • have an understanding of distributed programming
  • be able to import and export data
  • be able to investigate data sets
  • be able to manipulate data sets
  • be able to draw conclusions from data
  • be able to perform basic visualisation
  • have the knowledge to handle large data sets with efficient code

How to book:

Please email: gss.capability@statistics.gov.uk

Contact:

Email: gss.capability@statistics.gov.uk

Related courses:

Introduction to Python 

Introduction to R

Foundations of SQL

Data science courses on the DataCamp website