ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING – PART 1-P201120GFZ

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING – PART 1-P201120GFZ

Funded
Course Duration
37.5 hr(s)
Mode of Assessment

Students who have satisfied the attendance requirement (100%) will be required to sit for an on-line assessment towards the end of the course.

Who Should Attend

Individuals with an active interest in applying for entry level jobs to work in Artificial Intelligence related fields.

Course Overview

NTUC LearningHub Course Code: IBFIT33

IBF Programme Code : P201120GFZ

This five-days course will help participants to understand Artificial Intelligence (AI) and Machine Learning (ML) concepts and how these two can go hand in hand. This AI and ML course would give participants a deep appreciation, and understand the development and implementation of Ai and ML in today’s world.

Course Schedule

Next available schedule

Course Objectives

Upon completing this course, participants will be able to:

  • Understand the evolution and relevance of AI in the world today.
  • Explore opportunities brought by the intersection between human expertise and machine learning.
  • Analyze existing and future implementations of AI solutions across multiple industries including automotive, education, policy, social media, government, consumer, and others.
  • Gain a competitive edge using low-code cloud-based AI tools and pre-built machine learning algorithms.
  • Understand AI technology building blocks, including natural language processing, machine and deep learning, neural networks, virtual agents, autonomics and computer vision.
  • Develop a deeper understanding of machine learning techniques and the algorithms that power those systems.

Pre-requisites

Basic IT Literacy will be required for the course.

Basic IT Literacy – Refers to skills required 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.

  • Hardware & Software

This course will be conducted as a Virtual Live Class (VLC) via Zoom platform. Participants must own a zoom account and have a laptop or a desktop with “Zoom Client for Meetings” installed. This can be downloaded from https://zoom.us/download

Minimum Specs

Recommended Specs

Processor / CPU

1.6 GHz or faster, 2-core Intel Core i3 or equivalent or Mac OS

1.8 GHz, 2-core Intel Core i3 or equivalent or Mac OS

Memory

4 GB RAM

8 GB RAM

Hard Disk

10 GB available storage space

Display

1280 x 768 screen resolution

Graphics

2GB Graphics Card

Others

  • Internet Connection: Wired or Wireless broadband (min 10 mbps)
  • Speakers and Microphone: built-in or USB plug-in or wireless Bluetooth
  • Webcam: built-in or USB plug-in

Software

  • Microsoft PowerPoint 2016
  • Microsoft Word 2016

Course Outline

  • Module 1
    • Lecture 1 – AI Landscape
    • Lab 1 – IBM Cloud Access
    • Lecture 2 – AI Industry Adoption Approaches
    • Lab 2 – Gaining Insights from AirBnB reviews
  • Module 2
    • Lecture 3 – NLP and Virtual Assistants
    • Lab 3 – Creating an AI virtual assistant
    • Lab 4 – Building your own translator with AI
    • Lab 5 – Training AI to be a restaurant host
  • Module 3
    • Lecture 4 – Computer Vision
    • Lab 6 – Analyze, Classify, & Detect Objects
    • Lab 7 – Classifying Images using Node-RED
  • Module 4
    • Lecture 5 – Machine Learning and Deep Learning
    • Lab 8 – Predict Fraud Using AutoAI Guide
  • Module 5
    • Lecture 6 – Future Trends for AI
    • Online Assessment – 60 mins
    • Wrap Up Session

Certificate Obtained and Conferred by

After students passed the assessment and achieve at least 100% attendance, they will receive a certificate of completion in Artificial Intelligence and Machine Learning Part 1 from NTUC Learninghub

Additional Details

Medium of Instruction: English

Trainer:Trainee Ratio is 1:20

Mode of Delivery: Virtual Live Class (VLC) via Zoom

As this is a government subsidised programme, the entire training programme will be video recorded for audit purposes by the relevant funding agency. To ascertain their presence, Trainees / Participants are required to

  • Turn on web camera to show real-time video, as opposed to using a profile picture / video (jpg/jpeg, gif or png image file) for the entirety of the training and assessment session.
  • Ensure that their faces are fully visible (not just the forehead / eyebrows)
  • Use their full name as per NRIC / Passport as their Screen Name on Zoom

Courseware: Via IBM Skills Academy Portal

Labs: Via IBM Skills Academy Portal

Price

For Classes commencing between 1st July 2021 to 31st Dec 2021

 

Individual Sponsored Trainee

Company Sponsored Trainee

 

before GST

with GST

before GST

with GST

 

Full Course Fee (For International Students)

$3,000.00

$3,210.00

$3,000.00

$3,210.00

 

For Singapore Citizens and PRs
(after 90% funding)

$300.00

$321.00

$300.00

$510.00

 

For Singapore Citizens aged 40 years and above
(after 90% funding)

$300.00

$321.00

$300.00

$510.00

 

         

 

For Classes commencing between 1st Jan 2022 to 30th Jun 2022

 

Individual Sponsored Trainee

Company Sponsored Trainee

 

before GST

with GST

before GST

with GST

 

Full Course Fee (For International Students)

$3,000.00

$3,210.00

$3,000.00

$3,210.00

 

For Singapore Citizens and PRs
(after
80% funding)

$600.00

$642.00

$600.00

$810.00

 

For Singapore Citizens aged 40 years and above
(after 90% funding)

$300.00

$321.00

$300.00

$510.00

 

Funding Eligibility Criteria:

Individual Sponsored Trainee

Company Sponsored Trainee

  • Singapore Citizens or Singapore Permanent Residents physically based in Singapore
  • Trainee must achieve 100% attendance and pass all relevant assessments
  • NTUC LearningHub reserves the right to claw back the funded amount from trainee if he/she did not meet the eligibility criteria
  • Singapore Citizens or Singapore Permanent Residents physically based in Singapore
  • Trainee must achieve 100% attendance and pass all relevant assessments
  • Sponsoring company must be
    • Singapore-based financial Institutions regulated by MAS (licensed or exempt from licensing by MAS)
    • FinTech firms certified by Singapore FinTech Association
  • NTUC LearningHub reserves the right to claw back the funded amount from the employer if trainee did not meet the eligibility criteria
  • Eligible company-sponsored trainees will be able to clock CPD hours upon successful course completion

Remarks:

Individual Sponsored Trainee

Company Sponsored Trainee

SkillsFuture Credit:

  • Eligible Singapore Citizens can use their SkillsFuture Credit to offset course fee payable after funding

UTAP:

  • NTUC Members can enjoy up to 50% funding (capped at $250 per year) under Union Training Assistance Programme (UTAP)

Training Allowance Grant (TAG):

  • $10/hr of eligible training and assessment hours
  • Applicable for classes commencing between 1st Jul 2021 to 30th Jun 2022 (both dates inclusive)
  • TAG will only be disbursed to the eligible sponsoring companies upon the participants’ successful completion including fulfilling 100% attendance requirement and passing the assessments.

Terms and conditions apply. NTUC LearningHub reserve the right to make changes or improvements to any of the products described in this document without prior notice. Prices are subject to other LHUB miscellaneous fees.

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