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Learn Python Language Nexacu

Data Analysis in Python - Beginner Course

Use Python to efficient run data analysis

All classes delivered remotely, for in-class sessions please call us.

Following on from our Python Basics for Data Analysis course, Data Analysis in Python will build on your foundational knowledge of Python and pandas. You will learn how to manipulate data, create custom functions, plot with Matlab and display visualisations.

Understanding how to use Python for Data Analysis, empowers you to be much more efficient and opens up the possibility of using a wide array of freely available tools. Read our full courses outline below. 

 

Data Analysis in Python - Beginner Course

4.8
see reviews

We are currently developing these courses. Please contact us to register your interest.

$745
10 max
1 day
$745
10 max
1 day
$745
10 max
1 day
$745
10 max
1 day
$745
10 max
1 day
$745
10 max
1 day
$745
10 max
1 day
$745
10 max
1 day

Remote

Brisbane

Sydney

Parramatta

Melbourne

Canberra

Adelaide

Perth

Upcoming Courses:
Remote Online
Date
Course
City
Status
Thu 11-Feb-21
Thu 11 Feb
Data Analysis in Python
Remote Online
Status: Confirmed
Confirmed
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Thu 18-Mar-21
Thu 18 Mar
Data Analysis in Python
Remote Online
Status: Scheduled
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Thu 13-May-21
Thu 13 May
Data Analysis in Python
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Status: Scheduled
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Brisbane
We are currently developing these courses. Please contact us to register your interest.
Sydney
Date
Course
City
Status
Thu 11-Feb-21
Thu 11 Feb
Data Analysis in Python
Sydney
Status: Scheduled
Scheduled
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Thu 18-Mar-21
Thu 18 Mar
Data Analysis in Python
Sydney
Status: Scheduled
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Thu 13-May-21
Thu 13 May
Data Analysis in Python
Sydney
Status: Scheduled
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Parramatta
We are currently developing these courses. Please contact us to register your interest.
Melbourne
We are currently developing these courses. Please contact us to register your interest.
Canberra
We are currently developing these courses. Please contact us to register your interest.
Adelaide
We are currently developing these courses. Please contact us to register your interest.
Perth
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Thu 11-Feb-21
Thu 11 Feb
Data Analysis in Python
Perth
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Frequently Asked Questions

Meet your Trainer

instructor tamara

Tamara Shatar holds a PhD in Agricultural Data Science. She has extensive experience, including many years working as a research scientist focused on data analysis, modelling using machine learning, simulation and other techniques. While working in both academia and at the CSIRO, part of her role included teaching a variety of data analysis skills. She is consistently well reviewed by her students. 

"Great trainer, structure, material and manual. I have completed programming courses before but this one just made more sense! I'm sure it was the trainer. Looking forward to the Intermediate course when it is available." -Using R Beginner Sydney

Is Python compatible with Microsoft?

Python can be used within a number of Microsoft products. In Power BI, reusable Python scripts can be used to manipulate data and create visualisations. In Azure, machine learning models can be written in Python and trained and deployed within the Azure Machine Learning Workspace.

What is Remote Training?

Remote training at Nexacu, means our team of experienced trainers will deliver your training virtually. With remote learning students can access our usual classroom training courses via video conferencing, ask questions, participate in discussion and share their screen with the trainer if they need help at any point in the course. Students have the same level of participation and access to the trainer as they would in classroom training sessions. 

Data Analysis in Python Beginner Course Details

Price
$745
Duration
1 day
Times
9am - 4pm ( approx )
Class Size (max)
10
Class Size (avg)
5
Reference Materials
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Live Online
microsoft_gold

Data Analysis in Python Beginner Course Details

Price
$745
Duration
1 day
Time
9am - 4pm ( approx )
Class Size (max)
Capped*
Class Size (avg)
5
Reference Materials
Provided
Training Computer
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Address
L10, 333 Adelaide Street, Brisbane QLD 4000

*Limited in-class seats due to COVID-19.
microsoft_gold

Data Analysis in Python Beginner Course Details

Price
$745
Duration
1 day
Time
9am - 4pm ( approx )
Class Size (max)
Capped*
Class Size (avg)
5
Reference Materials
Provided
Training Computer
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Address
Level 3, 37 Pitt Street, Sydney NSW 2000

*Limited in-class seats due to COVID-19.
microsoft_gold

Data Analysis in Python Beginner Course Details

Price
$745
Duration
1 day
Time
9am - 4pm ( approx )
Class Size (max)
Capped*
Class Size (avg)
5
Reference Materials
Provided
Training Computer
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Address
Level 3, 90 Phillip Street, Parramatta NSW 2150

*Limited in-class seats due to COVID-19.
microsoft_gold

Data Analysis in Python Beginner Course Details

Price
$745
Duration
1 day
Time
9am - 4pm ( approx )
Class Size (max)
Capped*
Class Size (avg)
5
Reference Materials
Provided
Training Computer
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Address
Level 3, 466 Little Lonsdale St, Melbourne VIC 3000

*Limited in-class seats due to COVID-19.
microsoft_gold

Data Analysis in Python Beginner Course Details

Price
$745
Duration
1 day
Time
9am - 4pm ( approx )
Class Size (max)
Capped*
Class Size (avg)
5
Reference Materials
Provided
Training Computer
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Address
Ethos House, Level 1, 28 Ainslie Place, Canberra ACT 2601

*Limited in-class seats due to COVID-19.
microsoft_gold

Data Analysis in Python Beginner Course Details

Price
$745
Duration
1 day
Time
9am - 4pm ( approx )
Class Size (max)
Capped*
Class Size (avg)
5
Reference Materials
Provided
Training Computer
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Address
Level 3, 97 Pirie Street, Adelaide SA 5000

*Limited in-class seats due to COVID-19.
microsoft_gold

Data Analysis in Python Beginner Course Details

Price
$745
Duration
1 day
Time
9am - 4pm ( approx )
Class Size (max)
Capped*
Class Size (avg)
5
Reference Materials
Provided
Training Computer
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Address
Level 4, 220 St Georges Tce, Perth WA 6000

*Limited in-class seats due to COVID-19.
microsoft_gold

Python Course Outlines

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Course Rating
Python Training Courses

4.8 5 Python Training Courses
4.8 out of 5
25168 Student Reviews

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What do I need to know to attend?

Students should have attended our Python Basics course or have a foundational knowledge of Python and pandas.

Data Analysis in Python Beginner Learning Outcomes

Upon completion of this course you will be able to:
  • use the extensive data manipulation capabilities of pandas DataFrames
  • customise the display of the output in Jupyter Notebooks
  • create your own custom functions and work with expressions
  • use the plotting capabilities of Matplotlib to plot distributions and bar charts
  • use the data visualisation library, Seaborn, and
  • fit a basic model using scikit-learn.

Data Analysis in Python Beginner Course Content

  • Introduction
  • Data Analysis in Python

 

  • User-Defined Functions in Python
  • Function basics
  • Parameters
  • Positional vs keyword arguments
  • Defining a function
  • Indentation
  • User-Defined Functions in Python (cont'd)
  • Scope
  • *args and **kwargs
  • Unpacking operators
  • Lambda expressions
  • Conditional expressions
  • List comprehensions

 

  • Modify the DataFrame Display
  • pandas options
  • Working with pandas styles
  • Applying a style that is not dependent on values
  • Formatting values
  • String_formats
  • Modify the DataFrame Display (cont'd)
  • Applying a style that is dependent on values
  • Built-in conditional formatting
  • Custom functions for conditional formatting
  • Export to PDF or HTML
  • Create slides

 

  • Copy vs View
  • Setting with copy warning
  • Working with Missing Values

 

  • Missing values
  • inf and -inf
  • Removing missing values
  • Replacing missing values

 

  • Importing Data
  • Importing into a pandas DataFrame

 

  • Manipulating Data
  • Summarise a dataset
  • Report and display multiple summary statistics
  • Using apply() and applymap()
  • Ordering data
  • Manipulating Data (cont'd)
  • Working with dates
  • Add columns with assign()
  • Working with strings
  • Reordering and dropping columns
  • Manipulating Data (cont'd)
  • Selecting rows based on values
  • Grouping and summarising data
  • Replacing values
  • Concatenate data
  • Bin continuous variables into categories

 

  • Working with Relational Data
  • Joining data from two DataFrames

 

  • Visualising Distributions
  • Visual representation of distributions with Matplotlib and Seaborn
  • Histograms
  • Boxplots
  • Bar and column charts

 

  • Multivariate Analysis
  • Scatterplot matrix
  • Bar and column charts

 

  • Basic Modelling
  • Create a linear model with scikit-learn

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What is Remote Training?

Valued by Individuals

4.8/5
Over 25168 Reviews
Good training and easy to follow. -Word Intermediate/Advanced Brisbane
Esther - Word Intermediate/Advanced, .
Course covered Intermediate and Advanced areas. Excellent presentation and interesting. Presenter was not only interesting and knowledgeable but also considerate and helpful. Highly recommended. -Word Intermediate/Advanced Brisbane
Deborah - Word Intermediate/Advanced, .
Great session, very helpful, excellent trainer. enjoyed this training :). Thank you -Word Intermediate/Advanced Brisbane
Lian - Word Intermediate/Advanced, .
Very engaging and knowledgeable presenter, material was new to me and will be useful, examples/scenarios helps illustrates the tools/capabilities very well. -Word Intermediate/Advanced Brisbane
Linda - Word Intermediate/Advanced, .
Steven is a great trainer. This is the second session that I have attended with him. I highly recommend him to others. Thanks Steven, that was a great session! Really appreciate it! Cheers. -Word Intermediate/Advanced Brisbane
Nawaaz - Word Intermediate/Advanced, .
Thank you! -Word Intermediate/Advanced Brisbane
Crissy - Word Intermediate/Advanced, .
The training was informative. I learnt a lot of information. Trainer was very knowledgable. -Word Intermediate/Advanced Brisbane
Umi - Word Intermediate/Advanced, .
Excellent session that covered all our needs and given lots of other information that will be helpful to save time. -Word Intermediate/Advanced Brisbane
Katrina - Word Intermediate/Advanced, .
Very good and learnt lots of shot cuts. -Word Intermediate/Advanced Brisbane
Nirmalie - Word Intermediate/Advanced, .
Thank you, I did learn quite a few things. -Word Intermediate/Advanced Brisbane
Sean - Word Intermediate/Advanced, .
Jason is a good instructor. Knows his stuff and goes in depth. I would suggest changing the course content to mention that this course is mostly around coding as it might help the user prepare a bit better... would have helped me :) Also, as I have done all 3 office 365 courses, one thing I have felt was that it could be worth starting the course or even before starting the course, asking the user to give 1 scenario that they face. This would be helpful as a practical application in each class to make it more personal for the user. The instructors did do this to a degree but i think if you specifically got a scenario, it would be even better. Over all i'm happy, there's so flippen much to learn. thanks :) -Office365 Advanced Canberra
Emma - Office365 Advanced, .
Incredible - the course was great and has lots of practical application to our organisation to help streamline our processes. Many thanks Jagg! -Power Automate Adelaide
John - Power Automate, .
Liked having the 1hour break in the middle to catch up on work emails! -Office365 Advanced Canberra
Annie - Office365 Advanced, .
The trainer was very patient and I really let a lot from today's session. It just tied up all my previous information I had learnt into a more formal approach. -Power BI Beginner Melbourne
Jillian - Power BI Beginner, .
I had a lot of trouble logging in remotely and missed quiet a bit of the beginning of the course, John was very patient and walked me through in his lunch time - very much appreciated. -Power BI Beginner Melbourne
Sharyn - Power BI Beginner, .
great session -Power BI Beginner Melbourne
grace - Power BI Beginner, .
How to create data visualisations and also I gained a clear understanding of where the data comes from. Thank you -Power BI Beginner Melbourne
Siobhan - Power BI Beginner, .
Small classes and helpful teacher made for great learning environment -Excel Beginner Brisbane
Stephen - Excel Beginner, .
Good introductory training. -Excel Beginner Brisbane
Matthew - Excel Beginner, .
Ken was very clear and directive, answering and assisting with all questions, including being very patient. Taking the time to ensure that all our expectations were met. Great teacher, making the experience a great learning process. Thank you. -Excel Beginner Melbourne
Kerri - Excel Beginner, .
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