Data Visualisation in Python



Course Reference No: TGS-2020501974

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Master in-demand skills with this Python course in Singapore. Learn visualisation techniques to communicate your results effectively to your team.

Course Objectives

Knowing how best express your results from your data science and machine learning algorithms is key to convincing your team and management your point of view. This programme will teach you visualisation techniques using Python as part of your data science workflow.

In this course, you will be shown how to leverage various Python libraries such as Matplotlib, Bokeh, Seaborn and others to enable you to focus on how to communicate with visualisations for maximum impact.

At the end of the programme, participants will be able to:

  • Create and tell a story with Python visualisation with Python packages such as Matplotlib/Bokeh/Seaborn
  • Build both static and interactive visualisation
  • Understand good visual design principles

Outline

  1. Understanding Visualisation
    • Pre-attentive Attribute
    • Style
    • Colour Theory
    • Emphasis
    • Do and Don’t
  2. Data Munging – a prelude to visualisation
    • Understanding Notebook Environment
    • Data Cleansing
    • Data Filtering
    • Tidy Data
  3. Advanced data structures and visualisation
    • Slicing
    • Aggregation
    • Groupby
    • Pivot
    • Multi Index
    • And How to Apply them in Visualisation
  4. Interactive graphics & Visualisation
    • Matplotlib 
    • Seaborn
    • Grammar of Graphics (ggplot)
    • Bokeh
  5. Mini-Project: Creating various graphs

Tools

Jupyter, Python with the following packages: (Matplotlib, Seaborn, ggplot, Bokeh)

Pre-Requisites

Must be familiar with the Python programming language and statistics 101 at a pre-university level.

Who Should Attend

Software Engineers, Data Scientists, Data Analysts

Mode of Training

On-campus

DATE

 TBC

DURATION

1 Day
9.00am to 5.30pm

VENUE

National University of Singapore
University Town

International Participants

S$802.50 

Incl. GST

Singapore Citizens
(39 yrs old or younger) 

or 

Singapore PRs

S$240.75

Incl. GST

Singapore Citizens
(40 yrs or older)

S$90.75

Incl. GST

Enhanced Training Support for SMEs

S$90.75

Incl. GST

Sign Up Now

Fees & Funding

International
Participant
Singapore Citizen1
39 years old or younger
Singapore Citizen1
40 years or older eligible for MCES2
Singapore PRs Enhanced Training
Support for SMEs3
Full Programme Fee S$750.00 S$750.00 S$750.00 S$750.00 S$750.00
SSG Funding
(Refer to Funding Page for Claim Period)
- (S$525.00) (S$525.00) (S$525.00) (S$525.00)
Nett Programme Fee S$750.00 S$225.00 S$225.00 S$225.00 S$225.00
7% GST on Nett
Programme Fee
S$52.50 S$15.75 S$15.75 S$15.75 S$15.75
Total Nett Programme
Fee Payable, Incl. GST
S$802.50 S$240.75 S$240.75 S$240.75 S$240.75
Less Additional Funding if Eligible Under Various Scheme - - (S$150.00) - (S$150.00)
Total Nett Programme Fee, Incl. GST,
after additional funding from the various funding schemes
S$802.50 S$240.75 S$90.75 S$240.75
S$90.75


Learners must fulfill at least 75% attendance and pass all assessment components, to be eligible for SSG funding.

  1. All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. Visit http://www.skillsfuture.sg/credit to select the programme. 
  2. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. 
  3. Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. Click Here for more information. 
  4. Eligible organisations (excluding government entities) may apply for the absentee payroll funding for Singaporean/permanent resident participants attending the programme during working hours. The absentee payroll funding is computed at 80% of hourly basic salary capped at $4.50 per hour or $7.50 per hour for SME. For more information, visit Enterprise Portal for Jobs & Skills
  5. Eligible individuals may apply for training allowance capped at $6/hr under the WSS scheme, visit- WSG for more information..
  6. NTUC Training Fund (SEPs) – All self-employed (i.e. freelancers and sole-proprietors-with-no-employee) Singaporeans and Permanent Residents are eligible to apply for the NTUC Training Fund (SEPs) from NTUC’s Employment and Employability Institute (e2i). Click here for more information.
NTUC members enjoy 50% of the unfunded course fee support for up to $250 each year for courses supported under UTAP (Union Training Assistance Programme). Terms and Conditions apply. Please visit http://skillsupgrade.ntuc.org.sg
Sign Up Now
 
27 July 2021