i.am-vitalize (AI Track)

Offered by CET

Short Course / 600 hours

Course Information
Learning Outcomes
Course Schedule
Lesson Plan
Certification
Entry Requirements
Course Fees

Course Information

The i.am-vitalize AI Track demonstrates how companies are leveraging on Artificial Intelligence and Data Optimization to empower the new digital workforce and transform customer experiences. Understand the evolution and relevance of Data Science and Artificial Intelligence in the businesses of today. Participants will gain a competitive edge by learning technical expertise in open source data science frameworks and low-code cloud-based AI tools.

Course 
Schedule

Course Date: TBC
Application Period: TBC

Venue: 9 Changi Business Park Central 1 IBM Place Singapore 486048

Ngee Ann Polytechnic reserves the right to reschedule / cancel any programme, modify the fees and amend information without prior notice.

Lesson Plan

Getting Started with AI

– Understand the key capabilities of AI

– Advantages and impact of AI in daily living

– Demystifying the hype and reality of AI

– Learn basic functions to build an AI-powered chatbot

– Explore real-world case studies and visual programming

AI in Business

– Learn the comprehensive concepts of AI

– Understand the impact of AI on businesses

– Explore global adoptions of AI across industries

– Deep dive in case studies of AI at work in business sectors

– Develop a simple AI project using Design Thinking skills

Design Thinking

– Introduction to Design Thinking

– Transforming business processes with Design Thinking

– 7 key habits of effective Design Thinkers

– Understanding the importance of habits and iteration

– Exploring technology specializations

Cloud Computing

– Understand the evolution and impact of Cloud Computing today

– Cloud in industry domains

– Explore case studies for Cloud in many industries

– Technical knowhow for developing Cloud solutions

– Build cognitive solutions which helm AI and Data Science

– Tackle industry practices and real-world scenarios in teams

Data Science

– Introduction to Data Science and Methodology

– Exploring, representing and transforming data

– Data visualization and modelling

– Machine-learning algorithms

– Lab exercises to practice and apply technical knowledge of Data engineering and modelling

– Groupwork activities which resonate with lecture concepts

– Exposure to industry-case studies

Artificial Intelligence

– Introduction to AI landscape and technologies

– Industry applications, adoption and approaches

– Overview of machine-learning and deep-learning

– Future trends in AI

– Lab exercises to practice and apply technical knowledge of AI technologies

– Groupwork activities which resonate with lecture concepts

– Exposure to industry-case studies

Certification

Certificate of Participation will be awarded to participants who achieve at least 75% attendance


Entry Requirements

  • Singapore Citizens or Permanent Resident.
  • Good English proficiency (GCE ‘O’ Level of C6 and above).
  • Diploma and above
  • Basic IT Literacy: able to operate at the user level a graphical operating system environment such as Microsoft Windows or Linux Ubuntu, performing basic operating commands such as launching an application, copying and pasting information, using menus, windows and peripheral devices such as mouse and keyboard. Additionally, users should be familiar with internet browsers, search engines, page navigation, and forms.
  • Minimum 3 years working experience.

Course Fees

(Course fee is payable upon acceptance. It is inclusive of 7% GST and subject to review.)

 

Applicants / Eligibility Fees
Nett course fee payable by trainee$500.00
Full Course Fee $20116.00