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Remember: All of our classroom courses are available as live instructor-led training which you can attend from home.

Remember: All of our classroom courses are available as live instructor-led training which you can attend from home.

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Python Data Science Training - Australia

Key points about this course


Duration: 3 Days*

Support: 24/7

Dates & Prices Enquire
  • Learn how to create arrays from Python lists and create structured arrays.
  • Broaden your skillset of how Python is deployed for Data Science.
  • Learn how to customise plot legends, colorbars, ticks, and Matplotlib.

Available delivery methods for this course

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Online Instructor-Led

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Online Self-Paced

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In-house

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Limited Budget?

We understand that people may have limited budgets.

  • To help and support our clients we will provide limited number of 250 daily discount codes.
  • Hurry first come, first served!
  • If you miss out, enquire to get yourself on the waiting list for the next day!

animated-arrow-image-0310 Enquire for daily discount code 281 Remaining (Live Counter)

Why Home Virtual is great

With an incredibly easy to use interface, our chosen platform has been designed to make learning online simple and enjoyable. It’s amazing video & audio quality means you won’t miss a thing.

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Works on all devices

Attend on whichever device works best for you.
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Recording & transcripts

Revisit what you’ve learnt at any time.
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See your trainer’s screen

Your instructor can share their screen at any time to demonstrate what they’re teaching.
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Share documents

You can share documents with the trainer and your trainer can share with you.
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Virtual whiteboard

Trainers can draw on and share their whiteboard with the class at any time.
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Key points about this course


Duration: 3 Days*

Support: 24/7

View dates & prices

Find out more

Please enter Name
Please enter valid Email
Please enter valid phone
The information you provide shall be processed by The Knowledge Academy – a professional training company. Your data shall be used by a member of staff to contact you regarding your enquiry. View privacy policy

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Or call us now
+61 1-800-150644

Python Data Science Training Dates & Prices

Select your preferred delivery method

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Choose a Month

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Mon 22nd Jun 2020
Places available
Was: AUD5995
Now: AUD3249
Adelaide
Mon 20th Jul 2020
Places available
AUD6695
Perth
Mon 20th Jul 2020
Places available
AUD6695
Sydney
Mon 20th Jul 2020
Places available
AUD6395
Mon 20th Jul 2020
Places available
Was: AUD5995
Now: AUD3249
Brisbane
Mon 20th Jul 2020
Places available
AUD6695
Canberra
Mon 20th Jul 2020
Places available
AUD6395
Melbourne
Mon 20th Jul 2020
Places available
AUD6395
Mon 17th Aug 2020
Places available
Was: AUD5995
Now: AUD3249
Mon 14th Sep 2020
Places available
Was: AUD5995
Now: AUD3249
Sydney
Mon 21st Sep 2020
Places available
AUD6395
Brisbane
Mon 21st Sep 2020
Places available
AUD6695
Canberra
Mon 21st Sep 2020
Places available
AUD6395
Melbourne
Mon 21st Sep 2020
Places available
AUD6395
Adelaide
Mon 21st Sep 2020
Places available
AUD6695
Perth
Mon 21st Sep 2020
Places available
AUD6695
Mon 19th Oct 2020
Places available
Was: AUD5995
Now: AUD3249
Canberra
Mon 16th Nov 2020
Places available
AUD6395
Mon 16th Nov 2020
Places available
Was: AUD5995
Now: AUD3249
Melbourne
Mon 16th Nov 2020
Places available
AUD6395
Perth
Mon 16th Nov 2020
Places available
AUD6695
Adelaide
Mon 16th Nov 2020
Places available
AUD6695
Sydney
Mon 16th Nov 2020
Places available
AUD6395
Brisbane
Mon 16th Nov 2020
Places available
AUD6695
Mon 14th Dec 2020
Places available
Was: AUD5995
Now: AUD3249

Complete the steps below to receive a quote or more information

How will you be funding your training?

Self funding

Company funding

Not sure

Limited Budget?

We understand that people may have limited budgets.

  • To help and support our clients we will provide limited number of 250 daily discount codes.
  • Hurry, they’re are first come, first served!
  • If you miss out, enquire to get yourself on the waiting list for the next day!

  Enquire for daily discount code 281  Remaining (Live Counter)

Key points about this course


Duration: 3 Days*

Support: 24/7


Course Information

Python Data Science Training​ Course Overview

Python is a premier and powerful open-source language that is easy to use and has powerful libraries for data manipulation and analysis. It is a multi-paradigm programming language and supports object-oriented programming, functional programming patterns, and structured programming. This Python Data Science Training is designed to equip delegates with the knowledge of programming language for the domain of data science.

In this 3-day training, delegates will learn how to create arrays from scratch and python lists. Delegates will acquire a comprehensive knowledge of data manipulation with pandas. In addition, they will learn how to rearrange multi-indices, combine datasets, and work with time series. Delegates will get an understanding of simple line plots and simple scatter plots.

During this course, delegates will gain in-depth knowledge of how to visualise a three-dimensional function. Furthermore, familiarise yourself with histograms, binnings, and density. Delegates will learn how to customise plot legends and colorbars. Post completion of this training, delegates shall be able to customise matplotlib as well.

Python Data Science Training Course Outline

Introduction of Python

Working with IPython

  • Launching IPython Shell and Jupyter Notebook
  • Keyboard Shortcuts in the IPython Shell
  • Special Commands of Python
    • Pasting Code Blocks: %paste and %cpaste
    • Running External Code: %run
    • Timing Code Execution: %timeit
    • %magic and %Ismagic
  • IPython’s In and Out Objects
  • IPython and Shell Commands
  • Errors and Debugging
  • Profiling and Timing Code

Introduction to NumPy

  • Understand Data Types in Python
  • NumPy Arrays
  • Computation on NumPy Arrays: Universal Functions
  • Aggregations: Min, Max and more
  • Computation on Arrays: Broadcasting
  • Comparison, Boolean Logic, and Masks
  • Fancy Indexing
  • Sorting Arrays
  • NumPy’s Structured Array

Working with Pandas

  • Installing and Using Pandas
  • Pandas Objects
  • Data Indexing and Selection
  • Operating on Data in Pandas
  • Handling Missing Data
  • Hierarchical Indexing
  • Concat and Append
  • Merge and Join
  • Aggregations and Grouping
  • Pivot Tables
  • Vectorised String Operations
  • Working with Time Series
  • eval() and query()

Visualisation with Matplotlib

  • Overview of Matplotlibs
  • Two Interfaces
  • Simple Line Plots and Scatter Plots
  • Visualising Errors
  • Density and Contour Plots
  • Histograms, Binnings, and Density
  • Customising Plot Legends
  • Customising Colorbars
  • Multiple Subplots
  • Text Annotation
  • Customising Ticks
  • Customising Matplotlib: Configuration and Stylesheets
  • Three-Dimensional Plotting in Matplotlib
  • Geographic Data with Basemap
  • Visualisation with Seaborn

Prerequisites

There are no prerequisites for attending this course. However, a basic understanding of programming would be beneficial.

Audience

Anyone interested in having a career in Python can attend this course. This course is well-suited for:

  • Big Data and Analytics Professionals
  • Software Developers
  • Project and BI Managers ETL Professionals
Please arrive at the venue at 8:45am.
There are no prerequisites for attending this course. However, a basic understanding of programming would be beneficial.
Anyone interested in having a career in Python can attend this course. This course is well-suited for: Big Data and Analytics Professionals, Software Developers, Project and BI Managers ETL Professionals
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 3 days.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The price for Python Data Science Training certification in Australia starts from AUD3209
The Knowledge Academy is the Leading global training provider in the world for Python Data Science Training.
  • Delegate pack consisting of course notes and exercises
  • Manual
  • Experienced Instructor

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Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Various delivery methods

Flexible delivery methods are available depending on your learning style.

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Resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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"...the trainer for this course was excellent. I would definitely recommend (and already have) this course to others."

Diane Gray, Shell

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