WSQ - Securing the Future with Quantum Computing and Cryptography

Topic 1: Math Primer for Quantum Computing 

• Complex Number
• Vector Space
• Inner Product
• Basis Vectors and Orthonormal Basis
• Eigenvector and Eigenvalue
• Hilbert Space
• Unitary Operators and Adjoint Operators
• Hermitian Matrices
• Matrix Exponentials
• Tensor Product and Outer Product
• Bra-Ket (Dirac) Notation

Topic 2: Quantum Physics Primer for Quantum Computing 

• Historical Background of Quantum Mechanics
• Wave Particle Duality and Heisenberg's Uncertainty Principle
• Matrix Mechanics and Wave Mechanics
• Solutions to Schrodinger's Equation
• Dirac's Formulation of Quantum Mechanics
• Postulates of Quantum Mechanics
• Superposition and Entanglement
• EPR Paradox and Bell's Theorem
• Quantum Measurement
• Copenhagen Interpretation
• Quantum Phase
• Aharonov-Bohm Effect
• Introduction to Feynman Path Integral

Topic 3: Two Level Quantum System 

• What is Two Level Quantum System
• Overview of Quantum Computing and Qubit
• State and Bloch Sphere Representation of a Qubit
• Time Evolution of a Qubit
• Introduction to Density Matrix

Topic 4: Introduction to Quantum Computing 

• What is Quantum Computer
• History of Quantum Computing
• Physical Implementation of Qubits
• Quantum Computing Platforms
• Quantum Superposition
• Quantum Entanglement
• Applications of Quantum Computing

Topic 5: Quantum Gates and Circuits 

• Pauli Gates
• Hadamard Gate and Controlled-NOT Gate
• Rotation Gates and Toffoli Gates
• Phase Kickbacks

Topic 6: Quantum Algorithms 

• Oracle Formulation
• Quantum Teleportation
• Superdense Coding
• Deutsch-Jozsa Algorithm
• Bernstein-Vazirani Algorithm
• Grover's Algorithm
• Quantum Fourier Transform (QFT)
• Shor's Algorithm

Topic 7: Quantum Security and Cryptography

• Overview of Quantum Security
• Quantum Key Distribution (QKD) - BB84 Protocol

Final Assessment 

• Written Assessment - Short Answer Questions (WA-SAQ)
• Practical Performance (PP)

Promotion Code

Promo or discount cannot be applied to WSQ courses

Minimum Entry Requirement

Knowledge and Skills

• Able to operate using computer functions
• Minimum Polytechnic Diploma
• Basic programming skill, preferably Python.

Attitude

• Positive Learning Attitude
• Enthusiastic Learner

Experience

• Minimum of 1 year of working experience.

Minimum Software/Hardware Requirement

Software:

Download and Install the following software

• Python
• Visual Studio Code
• Anacoda

Sign up free Google Colab account and IBM Quantum acouunt

Hardware: Window or Mac Laptops

About Progressive Wage Model (PWM)

The Progressive Wage Model (PWM) helps to increase wages of workers through upgrading skills and improving productivity. 

Employers must ensure that their Singapore citizen and PR workers meet the PWM training requirements of attaining at least 1 Workforce Skills Qualification (WSQ) Statement of Attainment, out of the list of approved WSQ training modules.

For more information on PWM, please visit MOM site.

Funding Eligility Criteria

Steps to Apply Skills Future Claim

• The staff will send you an invoice with the fee breakdown.
• Login to the MySkillsFuture portal, select the course you’re enrolling on and enter the course date and schedule.
• Enter the course fee payable by you (including GST) and enter the amount of credit to claim.
• Upload your invoice and click ‘Submit’

SkillsFuture Level-Up Program

The  SkillsFuture Level-Up Programme provides greater structural support for mid-career Singaporeans aged 40 years and above to pursue a substantive skills reboot and stay relevant in a changing economy. For more information, visit SkillsFuture Level-Up Programme

Get Additional Course Fee Support Up to $500 under UTAP

The Union Training Assistance Programme (UTAP) is a training benefit provided to NTUC Union Members with an objective of encouraging them to upgrade with skills training. It is provided to minimize the training cost. If you are a NTUC Union Member then you can get 50% funding (capped at $500 per year) under Union Training Assistance Programme (UTAP).

For more information visit NTUC U Portal – Union Training Assistance Program (UTAP)

Steps to Apply UTAP

• Log in to your U Portal account to submit your UTAP application upon completion of the course.

Note

• SSG subsidy is available for Singapore Citizens, Permanent Residents, and Corporates.
• All Singaporeans aged 25 and above can use their SkillsFuture Credit to pay. For more details, visit www.skillsfuture.gov.sg/credit
• An unfunded course fee can be claimed via SkillsFuture Credit or paid in cash.
• UTAP funding for NTUC Union Members is capped at $250 for 39 years and below and at $500 for 40 years and above.
• UTAP support amount will be paid to training provider first and claimed after end of class by learner.

• Quantum Research Scientist
• Quantum Software Developer
• Theoretical Physicist (focused on computation)
• Quantum Algorithm Developer
• Cryptography Researcher (quantum-safe algorithms)
• Computer Science Researcher (quantum specialization)
• Quantum Hardware Engineer
• Quantum Information Scientist
• Data Scientist (exploring quantum methods)
• Quantum Firmware Developer
• High-Performance Computing Specialist (exploring quantum)
• Postgraduate Students in Quantum Physics or Computer Science
• Quantum Technology Consultant
• Systems Architect (focused on quantum hardware)
• Computational Chemist (using quantum simulations).

Dr. Alfred Ang: Dr. 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 price, awards 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 is a ACTA certified trainer and DACE certified course developer. He 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.

Marcel Leng: Marcel Leng is a ACTA certified. Marcel graduated with majors in Applied Mathematics and Physics from the National University of Singapore.

His core specialisation skills are R, Python, Machine Learning, Statistical Analysis, and Data Visualisation in Tableau. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.