Call +65 6100 0613 Email: enquiry@tertiaryinfotech.com

Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

Data Visualisation with Python Training

Data visualisation is both an art and a science. Data Visualisation and communicate data or information by encoding through visual representation. Python has a number of powerful data visualisation libraries such as Matplotlib, Seaborn, Bokeh and Geoplotlib. Matplotlib is a fundamental and powerful visualisation tool in Python. Seaborn is a popular data visualisation library that is built on top of Matplotlib. Seaborn’s default styles and color palettes are much more sophisticated than Matplotlib. Bokeh is native to Python, and  based on The Grammar of Graphics like ggolot. Bokeh supports streaming, and real-time data and its unique selling proposition is its ability to create interactive, web-ready plots, which can easily output as JSON objects, HTML documents, or interactive web applications. Geoplotlib is a Python toolbox used for plotting geographical data and map creation. It can be used to create a variety of map-types, like choropleths, heatmaps, and dot density map

This training include:

  • Basic plots using Matplotlib
  • Beautifying Visualisation using Seaborn
  • Interactive Plots using Bokeh
  • Geospatial Visualisation using Geoplotlib
Course Code: C851

Course Booking

$298.00 (GST-exclusive)

Course Date

Course Time

* Required Fields

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Training Grant and Subsidy

All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses. Visit the SkillsFuture Credit website www.skillsfuture.sg/credit to choose from the courses available on the SkillsFuture Credit course directory

Course Details

Module 1: Basic Plots using Matplotlib

  • Scatter and Bubble Plots
  • Partition Plots
  • Bar Plot
  • Histogram
  • Pie Chart
  • Box Plot
  • Heatmap
  • Treemap
  • 3D plots

Module 2: Enhancing Visualization using Seaborn

  • What is Seaborn
  • Visualizing Statistical Relationships
  • Plotting with Categorical Data
  • Visualizing Distributions
  • Visualizing Linear Relationships
  • Controlling Figure Aesthetics
  • Choosing Color Palettes
  • Building Structured Multi-plot Grids

Module 3: Interacive Visualization with Bokeh

  • What is Bokeh
  • Plotting with Glyphs
  • Styling Visual Attributes
  • Adding Interactions
  • Embedding Plots and Apps

Module 4: Geospatial Visualization with Geoplotlib

  • What is Geoplotlib
  • Google Map API
  • Get Google Map
  • Get Geo Coding
  • Defining Custom Layers
  • Animation
  • Controlling Map view
  • Adding Interactivity to Layers

Who Should Attend

  • Data analysts
  • Financial analysts
  • Marketers
  • Researchers

Prerequisite

Prerequisite

This is a intermediate level course. The following prerequisite is assumed

Software Requirement

Pls download and install the following software prior to the class

Trainers

Python TrainerWee Chee Hong is a veteran consultant in the field of Engineering Design. He has over 20 years experience in electronics/ IT industry with several MNCs including Compaq, Adaptec, Agilent, etc., with specialization in Automation System Design (drilling/ milling machine, 3D machine automation, machine data collection, test & measurement electronics design), Motion control design & applications. With wide technical skill set in development language/ tools .Net, Java, PowerBuilder to C++/ C/C#, he has also strong knowledge in development of firmware for microcontroller such as PIC, ARM and others.

Chee Hong graduated with a B.Eng degree in Electrical Electronics Engineering and holds a Master Degree of Technology from NUS.

Python TrainerDr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 2007 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2000, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products

Dr. Alfred Ang earned his Ph.D. from National University of Singapore in 2000, majoring in Electrical and Electronics Engineering. He also completed an online MBA course with U21 Global based in Australia. He obtained his B.Sc (Hons) from National University of Singapore in 1992, majoring in Physics. He topped his Physics cohort for 3 consecutive years and funded his degree study with Book prizes, Study awards, bursaries and tuition. He has worked in Defence, Electronics and Semiconductor Industries. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.

Dr. Alfred Ang was Distinguished Toastmasters (DTM) and Senior Member of IEEE. He has published more than 20 peer reviewed papers and co-inventors for more than 20 inventions.

Write Your Own Review

You're reviewing: Data Visualisation with Python Training

How do you rate this product? *

  1 star 2 stars 3 stars 4 stars 5 stars
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
  • Reload captcha

Tags

Use spaces to separate Subjects. Use single quotes (') for phrases.

You May Be Interested In These Courses

Python 3 Essential Training

Python 3 Essential Training

109 Review(s)
$498.00 (GST-exclusive)
Basic Python Training for Beginners

Basic Python Training for Beginners

45 Review(s)
$298.00 (GST-exclusive)
Python Django Web Development Essential Training

Python Django Web Development Essential Training

3 Review(s)
$298.00 (GST-exclusive)
Python Machine Learning with Scikit Learn Training

Python Machine Learning with Scikit Learn Training

22 Review(s)
$298.00 (GST-exclusive)
Data Analysis with Python Essential Training

Data Analysis with Python Essential Training

20 Review(s)
$298.00 (GST-exclusive)
Python Pandas Essential Training for Finance

Python Pandas Essential Training for Finance

5 Review(s)
$298.00 (GST-exclusive)
Basic BioPython Training for Bioinformatics

Basic BioPython Training for Bioinformatics

1 Review(s)
$298.00 (GST-exclusive)
Python Flask Web Development Essential Training

Python Flask Web Development Essential Training

3 Review(s)
$298.00 (GST-exclusive)
Python Network Programming Training

Python Network Programming Training

1 Review(s)
$298.00 (GST-exclusive)
Python OpenCV Computer Vision Training

Python OpenCV Computer Vision Training

1 Review(s)
$298.00 (GST-exclusive)
GeoSpatial Data Analysis with Python

GeoSpatial Data Analysis with Python

$298.00 (GST-exclusive)