Learn Python Language Nexacu

Data Analysis in Python  - Beginner - Singapore.

Learn Python for data analysis, instructor-led course.

All classes delivered remotely, join us live online in Singapore.

Build on the fundamentals taught in our Python Basics course and start to achieve more with Data Analysis using Python. Our experienced trainer will teach you how to manipulate and visualize data. Create custom functions, plot with Matplotlib and create a linear model with scikit-learn. Get a handle on how to use Python and start exploring the freely available tools at your disposal.

Our experienced trainer will deliver this courses live online, answering your questions along the way. Read our full course outline below.

Data Analysis in Python  - Beginner - Singapore.

We are currently developing these courses. Please contact us to register your interest.
SG$610
10 max
1 day

Singapore

Upcoming Courses:
Singapore
Date
Course
City
Status
Thu 13-May-21
Thu 13 May
Data Analysis in Python
Singapore
Status: Confirmed
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Tue 22-Jun-21
Tue 22 Jun
Data Analysis in Python
Singapore
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Wed 21-Jul-21
Wed 21 Jul
Data Analysis in Python
Singapore
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Thu 26-Aug-21
Thu 26 Aug
Data Analysis in Python
Singapore
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Wed 22-Sep-21
Wed 22 Sep
Data Analysis in Python
Singapore
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Frequently Asked Questions

Meet your Trainer

trainer 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 Australian 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, Australia

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 visualizations. 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 Singapore. Course Details

Price
SG$610
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
Address
Centennial Tower, Levels 21 & 34, 3 Temasek Avenue, Singapore, 039190, Singapore
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Python Course Outlines

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Course Rating
Python Training Courses

4.72 5 Python Training Courses
4.72 out of 5
26815 Student Reviews

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What do I need to know to attend?

Students should have completed our Python Basics course or be familiar with the content covered in it. You should have a foundational knowledge of Python and pandas.

Data Analysis in Python  Beginner Singapore. Learning Outcomes

  • use the extensive data manipulation capabilities of pandas DataFrames
  • customise the display of the output in Jupyter Notebooks
  • 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 Singapore. 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
  • Applying a style that is dependent on values
  • Built-in conditional formatting

 

  • Export Notebook as
  • 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
  • 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

4.72 / 5
Over 26815 Reviews
Good last session, the Power App advanced one!. As the two previous ones that I did, Dominic (the trainer) was very good. Had some good examples. -Power Apps Advanced Perth
Ralph - Power Apps Advanced, .
It is a great learning exposure. Loved the fact that it is very thorough and you get the chance to do everything first hand. -Power Apps Advanced Perth
Kiran - Power Apps Advanced, .
The session has been conducted really well. The teacher has been great at explaining everything. -Excel Advanced Adelaide
Emmanouil - Excel Advanced, .
The course was well paced and I'm glad there was only three of us because it gave Jagg time to assist us equally. A very good introduction to the advanced language and functions -Excel Advanced Adelaide
heidi - Excel Advanced, .
Great instructor. Good pace wasn't too fast or too slow. Assisted with all enquiries. -Excel Advanced Adelaide
Hayley - Excel Advanced, .
It was very informative session. As a beginner, I now have a good understanding of how the program works and how to make a use of out it in a daily working environment. Thank you. -Power BI Beginner Sydney
Inho - Power BI Beginner, .
Interesting and engaging. Excellent class. -Power BI Beginner Sydney
Rohith - Power BI Beginner, .
Excellent course, Michael is a great knowledgeable and professional teacher full of enthusiasm. -Power BI Beginner Sydney
Sascha - Power BI Beginner, .
Very informative training course -Power BI Beginner Sydney
TUAN - Power BI Beginner, .
I haven't seen/used Power BI before so it is a lot of information to take on board. In saying that, it looks like an amazing tool & look forward to using it. Very informative. Thanks Michael -Power BI Beginner Sydney
Helen - Power BI Beginner, .
Engaging and enjoyable class. Wide range of information clubbed efficiently into an intensive session. Very educational. -Power BI Beginner Sydney
Rohith - Power BI Beginner, .
Michael was very engaging and knowledgable. I thoroughly enjoyed the class today. -Power BI Beginner Sydney
Jessica - Power BI Beginner, .
Michael was very knowledgeable and engaging, he kept the course running at a good pace, without going too fast. -Power BI Beginner Sydney
Robert - Power BI Beginner, .
Content was very informative and Michael was a great instructor - very worth while course. -Power BI Beginner Sydney
Kelly - Power BI Beginner, .
Thanks Jason! I certainly learned quite a few new features. -Excel Intermediate Brisbane
Jolene - Excel Intermediate, .
Jason was super helpful and ALOT of information to absorb. Didn't realise how much you can do with excel. Still a lot more to learn however, I would recommend this course. -Excel Intermediate Brisbane
Trishelle - Excel Intermediate, .
Very informative and well structured/presented. Jason was very helpful -Excel Intermediate Brisbane
Nicholas - Excel Intermediate, .
Found a lot of efficiencies -Excel Intermediate Brisbane
Lisa - Excel Intermediate, .
Great overview of different excel functions. It would be helpful to have set task to complete throughout the course to check our understanding. It's easy to think you get everything until you have to put it into practice! -Excel Intermediate Brisbane
Meg - Excel Intermediate, .
Very good, pace excellent. Can't wait to do the advanced excel course as well. -Excel Intermediate Brisbane
Catherine - Excel Intermediate, .

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