Data Citizen Certification Powered by Apache

Public Class

3 Days Offline Training
6 Hours e-Learning

HRDF Claimable
Certificate of Attendance
Reference Book
Light Refreshment

In-house

3 Days Offline Training
6 Hours e-Learning

HRDF Claimable
Certificate of Attendance
Reference Book
All of our in-house classes can be customised to your organisation’s needs

Course Details
Course Outline

Introduction

The Data Citizen role is intended for an individual who aspires to understand the impact and trends of Big Data, improve their data literacy through skill-up or reskill their digital competence and learn for more self-service descriptive analytics.

It is also highly relevant to other key staff involved in the requirements input, design, development, delivery and ultimate user of the digital initiatives including data consumer, digital initiatives decision maker, business analyst, and operation managers / staff.

Who Should Attend

Data or Business Analysts
Accountants or Finance Personnels
Digital Transformation Team
Managerial roles
Executives

Certification Outcomes

Understand the impact and trends of Big Data, and learn for more self-service analytics
Discuss, explore and communicate to other stakeholders with the big data and application of open-source technology in context
Perform self-service descriptive analytics with Apache Superset
Show business data and present scenario

Pre-requisites

Basic computer software skill (e.g.: Excel)
Basic internet skill (e.g.:Chrome, Firefox)
Basic English skill

Module 1 : Big Data and Open-source Fundamentals Certification
Big Data Analytics

The foundation concept of big data
How Big Data impacts the business world today
Analytics capabilities: Descriptive, Diagnostic, Predictive & Prescriptive from the big data angle

Open-Source Software

Introduction to the Open-Source technologies and its development history
The top projects from the world’s popular open-source software foundations such as Apache, Linux and Python
How open-source technology becomes the trend to drive innovation and being the most critical part of enriching big data analytics

Data Visualisation

Design concept and feature of data visualisation
The introduction of Apache Superset, a user-friendly data visualisation tool that is essential to most of the data users today

Module 2 : Data Visualisation Essentials Certification
Descriptive Analytics

The goal and value of descriptive analytics
Data prep and tasks for descriptive analytics

Visualisation Style and Application

The key-value and best practices in data visualisation
The key attributes and styles in performing data visualisation

Create Visualisation with Apache Superset

The use and key features of Apache Superset
Data prepping for effective data visualisation with Superset - modelling, filtering, style & form

E-Learning : Modern Data Analytics Primers
Data Visualisation 1 (Descriptive Analytics)

How we utilise a popular tool (from a multinational technology company) to perform descriptive analytics
The process in its entirety when executing descriptive analytics for a business
What data to observe and analyse to obtain hindsight metrics
How the obtained data can be presented to answer the business question of “What Happened?”
Valuable opportunities (free and paid) for you to learn how to perform descriptive analytics in your current work

Data Visualisation 2 (Diagnostic Analytics)

How we utilise a popular software (from a data visualisation company) to perform diagnostic analytics
The process in its entirety when executing descriptive analytics for a business
What can be done to get insight metrics; typically produced by cross-tabbing hindsight metrics with other factors
How the obtained data can be presented to help answer the business question of “Why Did It Happen?”
Valuable opportunities (free and paid) for you to learn how to perform diagnostic analytics in your current work

Machine Learning (Predictive Analytics)

How we utilise a popular open-source software to perform predictive analytics
The process in its entirety when executing predictive analytics for a business
What can be done with data to project foresight metrics to help with business continuity planning
How the obtained data can be presented to help answer the business question of “What Will Happen?”
Valuable Opportunities (free and paid) for you to learn how to perform predictive analytics in your current work