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

Course Highlights

  • Basic plots using Matplotlib
  • Beautifying Visualisation using Seaborn
  • Geospatial Visualisation using Bokeh

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

Click the links below to apply. Note that you need to register the course first.

For Singaporeans: SkillsFuture Credit

For Company: WSG Absentee Payroll

Course Code: CRS-N-0048568

Course Booking

$298.00 (GST-exclusive)
$318.86(GST-inclusive)

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: Data Visualization with Matplotlib

  • Basic Plots
  • Subplots
  • Visualizing Categorical Data
  • Visualizing Distributions


Module 2: Data Visualization with Pandas

  • Scatter Plot
  • Line Plot
  • Bar Plot
  • Pie Chart
  • Histogram
  • Box Plot
  • Interactive Plot

Module 3: Data Visualization with Seaborn

  • What is Seaborn
  • Styling Setting
  • Visualizing Statistical Relationships with Scatter Plot
  • Visualizing Categorical Data with Bar Plot
  • Visualizing Correlation with Pair Plot and Heatmap
  • Visualizing Linear Relationships with Regression

Module 4: GeoSpatial Visualization with Bokeh

  • What is Bokeh
  • Plotting with Glyphs
  • Google Map API
  • Adding Glyphs to Google Map

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 TrainerTu Anqi is a scholar and dean’s lister with double degree in Business and Computer Science at NTU. Her areas of expertise lies in Python, R Programming, MySQL, Keras, Numpy, Pandas and Matplotlib. She has been working as a Data Analyst at ViSenze Pte Ltd, a visual search and recognition startup. Having strong interests in computer vision, data analytics and machine learning, she has competed and won the top rankings in several data competitions and hackathons. As the current Technical Director of NTU Open Source Society, she conducts regular workshops related to data analytics and data science

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.

Customer Reviews (3)

Will RecommendReview by Data visualization for python
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
. (Posted on 3/23/2019)
Might RecommendReview by Austin Woon Quan
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
Try to split it up into separate days to focus on certain libraries

Have more exercises/labs to get more hands on plotting with the data (Posted on 1/27/2019)
Might RecommendReview by Ong Jun Wen, Brendan
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
Start off with more basic fundamentals before moving onto the more advanced level commands. More hands on practice will be good (Posted on 1/27/2019)

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

151 Review(s)
$498.00 (GST-exclusive)
$532.86(GST-inclusive)
Basic Python Training for Beginners

Basic Python Training for Beginners

55 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Python Django Web Development Essential Training

Python Django Web Development Essential Training

3 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Python GUI Development with Tkinter Training

Python GUI Development with Tkinter Training

$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Python Machine Learning with Scikit Learn Training

Python Machine Learning with Scikit Learn Training

30 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Data Analysis with Python Pandas Training

Data Analysis with Python Pandas Training

35 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Python for Finance Training

Python for Finance Training

5 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Basic BioPython Training for Bioinformatics

Basic BioPython Training for Bioinformatics

1 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Python Flask Web Development Essential Training

Python Flask Web Development Essential Training

4 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Python Network Programming Training

Python Network Programming Training

2 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
SymPy Symbolic Computation on Python Training

SymPy Symbolic Computation on Python Training

$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Natural Language Processing with Python NLTK Training

Natural Language Processing with Python NLTK Training

$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Jun Holiday Python Coding Workshop for Kids (4 Sessions)

Jun Holiday Python Coding Workshop for Kids (4 Sessions)

8 Review(s)
$500.00 (GST-exclusive)
$535.00(GST-inclusive)
Python Tuition for O-Level Exam Preparation

Python Tuition for O-Level Exam Preparation

$498.00 (GST-exclusive)
$532.86(GST-inclusive)
Python OpenCV Computer Vision Training

Python OpenCV Computer Vision Training

1 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Python for Quantitative Analysis and Algorithmic Trading

Python for Quantitative Analysis and Algorithmic Trading

1 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
GeoSpatial Data Analysis with Python

GeoSpatial Data Analysis with Python

$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Statistical Analysis in Data Science Using Python

Statistical Analysis in Data Science Using Python

2 Review(s)
$298.00 (GST-exclusive)
$318.86(GST-inclusive)
Building a AI Chatbot with Rasa Stack and Python

Building a AI Chatbot with Rasa Stack and Python

$298.00 (GST-exclusive)
$318.86(GST-inclusive)