Data Manipulation and Visualisation in Python at Intersect Online

Data Manipulation and Visualisation in Python at Intersect Online

Explore DataFrames in depth, and learn about Data Manipulation and Data Visualisation in Python using pandas, matplotlib and seaborn.

By Intersect Australia

Date and time

Mon, 26 Apr 2021 4:30 PM - 11:30 PM PDT

Location

Online

Refund Policy

Refunds up to 7 days before event
Eventbrite's fee is nonrefundable.

About this event

Promo codes

To celebrate the launch of this new service, for a limited time Intersect is offering discounts to all registrants! Choose the applicable code from below to receive up to save up to 50% off the regular price of $640!

  • Use code EARLYINTRO-HDR and pay only $320
  • Use code EARLYINTRO and pay only $420
  • Use code INTRO-HDR and pay only $480

All prices listed are excluding GST.

Looking for another way to pay? If you would like an invoice issued , please contact: training@intersect.org.au.

Discount codes (except INTRO-HDR) are available for registrations completed 2 weeks prior to the scheduled course date. To be eligible for HDR discounts, you must register using your institution issued student email address.

Information about this course

Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you’d expect of a modern programming language, and also a rich set of libraries for working with data.

In this workshop, you will explore DataFrames in depth (using the pandas library), learn how to manipulate, explore and get insights from your data (Data Manipulation), as well as how to deal with missing values and how to combine multiple datasets. You will also explore different types of graphs and learn how to customise them using two of the most popular plotting libraries in Python, matplotlib and seaborn (Data Visualisation).

We teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.

Join us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.

You’ll learn:

  • Working with pandas DataFrames
  • Indexing, slicing and subsetting in pandas DataFrames
  • Missing data values
  • Combine multiple pandas DataFrames
  • Using the Grammar of Graphics to convert data into figures using the seaborn and matplotlib libraries
  • Configuring plot elements within seaborn and matplotlib
  • Exploring different types of plots using seaborn

Prerequisites

Either Learn to Program: Python or Learn to Program: Python and Python for Research needed to attend this course. If you already have experience with programming, please check the topics covered in the Learn to Program: Python and Python for Research courses to ensure that you are familiar with the knowledge needed for this course.

For more information about prerequisites and programming pathways for this course, please visit the course page on our website.

The Intersect approach to training

At Intersect, we deliver hands-on courses that targets the day-to-day software and technology problems that researchers face.

For more information about this course and others, see our course catalogue, or visit Learn.intersect.org.au

For more information about how we allocate tickers and address no-shows, see our training policy.

Organised by

Intersect is a pivotal part of Australian research landscapeWe provide robust, innovative services and collaborative technology to support world-class research at our member organisations and in the wider research community

Intersect delivers data storage, compute and analysis platforms, custom engineering, expert consulting and training programs to thousands of researchers every year

Intersect works closely with the ARDC (Australian Research Data Commons) built from ANDS, Nectar, and RDS

Intersect is a member of the Software Carpentry Foundation, the NCI (National Computational Infrastructure) and the AAF (Australian Access Federation)

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