[Online 2-Day] Data Analysis Using Python - Beginner Class
Course Information
  • 07-Oct-2021
  • Online
  • Tan Su Tung
  • English
  • RM 1100 RM 1000
    Until 03 Oct 2021
  • 9:00am - 5:00pm

 

[01] INTRODUCTION

Unprecedented explosion of data is impacting many areas of business, science, engineering, and industry. From analysing market trend to modelling traffic patterns of online customers, the enormous data is creating new opportunities and challenges in many areas of our environment. To handle these challenges, one must be trained to store, clean, manage, process and analyse data. Python is one of the most important and popular programming language in data analytics to perform these tasks supported by vast libraries, tools and support communities.

 

[02] OBJECTIVES

The main goal of this course is to help participants learn and understand basic data analytics using Python Programming Language. Participants will be able to setup Python development environment and utilise Python programming tools including conditional flows, loops and functions. Participants will also be able to understand the basic functions of popular data analytics modules such as Numpy, Pandas and Matplotlib.

 

[03] WHO SHOULD ATTEND?

Those who plan to embark on data analysis

 

[04] PREREQUISITE

Basic knowledge in any programming language is a plus but not necessary. Laptop with standard specification and i3 & above is acceptable. Anaconda will be installed prior to training.

 

[05] DATE, TIME & FEE

 

DATE: 7 - 8 October 2021 (Thu - Fri)

TIME: 9.00am - 5.00pm

MODE: Online/ Interactive

 

Fee:

[HRDC Claimable | SBL Khas]

 

- Special Offer (before 3 October 2021) - RM 1,000

- Normal Fee - RM 1,100

 

>> Fee includes Course Notes, Certificate of Attendance & 6% Government Service Tax

 

** OFFER ** 

- 10% Cashback for SST2u Learner Card+ (SLC+) members. T&Cs applied.

 

[06] COURSE OUTLINE

 

DAY 1

 

[A] Installation and Setup

• Installation of Anaconda

• Introduction to Python Development Environment

• Python Interpreter

 

[B] Introduction to Python Programming I

• Variables

• Data Types

• Operators

• Python Statements

• Conditional Flow

• Functions

 

[C] Introduction to Python Programming II

• Python Class & Object Oriented

• Python Modules

 

DAY 2

 

[D] Introduction to NUMPY

• Numpy Array

• Data Types

• Basic Functions in Numpy

 

[E] Introduction to PANDAS

• Pandas Dataframes and Series

• Importing data to Pandas

• Exploring Data Frame

• Data Frame Data Types

• Data Frame Filtering & Slicing

 

[F] Introduction to Matplotlib

• Plotting with Matplotlib

• Parameters and usage guides

 

[G] Introduction to Machine Learning

• Introduction to Linear Regression

 

Recap & Review of basic data analytics

 

[07] SPEAKER PROFILE

 

TAN SU TUNG

Python Data Analytics Trainer | Certified HRDF Trainer

 

ST Tan has been deeply involved in dala analytics primarily in the areas of:

• Creation of Virtual Human Anatomical models via CT & MRI DICOM data

• Big Data Implementation in Operating Theater solutions

• Design and fabrication of customized implants for cranioplasty surgery

• Design and fabrication of surgical human anatomical Biomodels for surgical training

• Design of Biomodels using CT & MRI image fusion

• Design of Digital Operating Theater software solutions

• Linux based software architecture, design & development

• Web based application development and Real Time Communications.

He holds a Master in Science in Information Technology from Malaysia University of Science and Technology. He is currently the Chief Technical Officer of a university-owned subsidiary specializing in areas of data analysis. His research works have been published extensively including in the areas biomedical engineering, neuro navigation, 3D rapid prototyping and image processing. His current research has generated successes in the areas of Search Engine Spam/ Link Spam after successfully manipulating search engines’ ranking algorithm including HITS (Hypertext Induced Topic Distillation) and Google’s PageRank using Tightly-Knit Community (TKC) effect. As a Python Data Analytics Trainer, he has successfully trained professionals, lecturers, trainers, students from both the Commercial and Academic sectors, including one of the largest banks in Malaysia.

 

[08] ENQUIRY & REGISTRATION

Enquiry: SSTcourse@gmail.com

Contact:

- General (03 - 8082 3357)

- Teo (011 - 3178 9203)

- Logesh (012 - 503 0346)

- Siti (012 - 383 8603)

- Han (019 - 323 0507)