NUS Certificate in Digital Solutions Development – Agile Software Delivery

Key Takeaways

• Understand that Agile software delivery, DevSecOps and MLOps are interconnected concepts that organisations often integrate to improve their software development and deployment processes
• Implement automated security testing in the CI/CD pipeline to identify and address security vulnerabilities early in the development process
• Apply continuous monitoring practices to both traditional software components and machine learning models enables the detection and response to security incidents and performance issues
• Apply version control to both code and machine learning models to track changes effectively
• Automate the deployment of models using MLOps practices, ensuring reproducibility and consistency in different environments
• Foster a culture of continuous improvement where teams learn from incidents, update security measures and enhance models based on feedback

Who Should Attend

This course is targeted at individuals who are interested in implementing DevSecOps & MLOps Engineering and Automation methods in their project

• Preferably have some understanding of how IT solutions can be used in the real world
• Completed the Graduate Certificate in Digital Solutions Development - Web Applications

What Will Be Covered

• Agile software delivery, DevSecOps, and MLOps are interconnected concepts that organisations often integrate to improve their software development and deployment processes.

• Implement automated security testing in the CI/CD pipeline to identify and address security vulnerabilities early in the development process.

• Apply continuous monitoring practices to both traditional software components and machine learning models enables the detection and response to security incidents and performance issues.

• Apply version control to both code and machine learning models to track changes effectively.

• Automate the deployment of models using MLOps practices, ensuring reproducibility and consistency in different environments.

• Foster a culture of continuous improvement where teams learn from incidents, update security measures, and enhance models based on feedback. 

Format
Lectures and workshops

Certificate of Completion
The NUS-ISS Certificate of Completion will be issued to participants who have attended at least 75% of the course.

Assessment

• Broad Schedule of Assessment: During and end of course
• Passing Criteria: Generally achieve above 50% marks for workshop, course assignments and written examination.
• Assessment Method: Workshop, course assignments and written examination

Fees

Preparing for Your Course

ISS and Learner’s Commitment and Responsibilities

Find out more.

WIFI Access

WIFI access will be made available. User ID and password will be provided in the participant’s kit.

Venue

NUS-ISS
25 Heng Mui Keng Terrace
Singapore 119615

In the event of a change of venue, participants are advised to refer to the acceptance email sent one week prior to the commencement date.

Course Confirmation

All classes are subject to confirmation and ISS will send an acceptance email to participants one week prior to the commencement date. Confirmed registrants are to attend and complete all lectures, class exercises, workshops and assessments (where applicable). Additionally, all responses to feedbacks and surveys conducted by ISS and its partners must be submitted. All training and assessments will be delivered as described in the course webpage.

General Enquiry

Please feel free to write to ask-iss@nus.edu.sg if you have any enquiry or feedback.