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Courses/Audit & Assurance/IT Auditing

Auditing AI and ML: Addressing Technology & Compliance Risks

Navigating Risks and Ensuring Compliance in the AI and ML Era

Created byOsman Qazi, CPA, CGA, CISA, CIA, PMP, ACCA
4.3
(157 reviews)
BeginnerUpdated Aug 28, 2023
Auditing AI and ML: Addressing Technology & Compliance Risks

What You'll Learn

check_circleUnderstand the growing use of AI and ML technologies in organizations and the need for specialized auditing frameworks.
check_circleIdentify the technology and compliance risks associated with AI and ML auditing.
check_circleGain insights into the software development life cycle of AI/ML algorithms and the key areas for IT auditors to investigate.
check_circleExplore methods for mitigating technology risks throughout the AI and ML auditing process.
check_circleFamiliarize yourself with the applicable laws, regulations, and industry standards governing AI and ML technologies.
check_circleIdentify actionable steps for IT auditors to promote compliance in AI and ML auditing, considering specific regulations such as GDPR, CCPA, and others.
check_circleAnalyze real-world case studies to understand the challenges and best practices in auditing AI and ML technologies.
check_circleLearn from past audit experiences and gain practical insights to enhance auditing processes in the context of AI and ML.
check_circleExplore future directions and emerging trends in AI and ML auditing.

About This Course

This course provides an in-depth exploration of the auditing frameworks and practices specifically designed for artificial intelligence (AI) and machine learning (ML) technologies. Participants will gain an understanding of the increasing adoption of AI and ML in organizations and the corresponding need for tailored auditing approaches to address the associated risks. The course covers both technology and compliance risks in AI and ML auditing, examining key areas of focus for auditors, relevant laws and regulations, and real-world case studies. Participants will learn best practices for auditing AI and ML technologies and explore the future directions and challenges of this rapidly evolving field.

Field of Study: Information Technology

Your Instructors

Osman Qazi, CPA, CGA, CISA, CIA, PMP, ACCA
Osman Qazi, CPA, CGA, CISA, CIA, PMP, ACCA

IT Audit Expert at State Audit Bureau of Qatar

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star368 reviews

IT Audit Expert at the State Audit Bureau of Qatar with over 17 years of experience in financial, internal, IT and Value For Money (Performance) auditing. Specialties: Value For Money auditing, Performance Audits, IT Audits, Automated Application Controls and Internal Audit. Osman Qazi is an IT Audit Expert with extensive experience in the public sector. He has been working at the State Audit Bureau of Qatar since July 2017, where he was initially tasked with establishing the IT audit department. Osman is responsible for performing IT risk assessment exercises to identify high-risk areas for IT audits and planning and executing audits in accordance with relevant standards such as INTOSAI, COBIT 5, AICPA, NIA framework, and ISO 27001. He identifies staffing and resourcing requirements based on the annual audit plan and directs, instructs, and coaches junior team members assigned to IT audits, ensuring the sufficiency of scope and quality of their work. Additionally, Osman evaluates the performance and capabilities of junior team members who worked under his direction during the IT audits and keeps himself updated with the latest trends in Information Technology and assesses their impact on future audits. Prior to joining the State Audit Bureau of Qatar, Osman worked at the Office of the Auditor General of Ontario (OAGO) in Canada, where he served as Audit Director and IT Audit Manager from October 2016 to June 2017 and April 2015 to September 2016, respectively. As Audit Director, Osman led the IT audit function of the office, while as Manager IT Audits, he led the IT audit function of the OAGO. In both roles, he performed IT risk assessment exercises, identified the IT support requirements for the Office's financial and value-for-money audits, and evaluated and identified an appropriate data analytics tool for use on IT audits. He also planned and executed audits in accordance with public sector standards, identified staffing and resourcing requirements based on the annual audit plan, directed, instructed, and coached junior team members assigned to the IT audits, and reviewed their work for sufficiency of scope and quality. Additionally, Osman evaluated the performance and capabilities of junior team members who worked under his direction during the IT audit and presented to the Auditor General, Assistant Auditor General, and Deputy Ministers regarding IT findings. Osman is a skilled IT Auditor with experience in system implementations, as evidenced by his work at the Office of the Auditor General of Ontario, where he reviewed processes and controls in IT-relevant areas to determine the nature of the processes and the adequacy of the system of control to achieve established objectives. He also planned and executed audits in accordance with accepted standards such as ISA, ISO, COBIT, COSO, SSAE16, and SysTrust.

Carl Braun
Carl Braun

PODCAST HOST | LEARNFORMULA

Business Solutions Manager from October 2019 to present Area Manager - Workforce Solutions Rural Capital Area from May 2019 to October 2019. Responsible for directing the efforts of an 8 person Business Consulting Team for the nine-county Rural Capital Area (the 9 counties that surround Austin (Travis). Deliver business services to more than 10,000 employers annually including access to grants, pandemic funding, training, recruitment and retention strategies and more. Work closely with other Workforce Boards, Texas Veterans Commission and Texas Vocational Rehabilitation Services. Established the Rural Capital Neurodiversity Project with VR partners. As a USAF veteran I closely support TVC intiatives and have two TVC Business Reps working with my team to serve our veterans and their families. Directing the efforts of the WSRCA Hiring Red, White and You Career Event both online and in Round Rock and San Marcos. After 10 years of growing Cross-Post LLC from zero to more than 250 clients we sold the company to Recruitology (Aftercollege Inc), Previously as CEO and co-founder of Cross-Post LLC, I was responsible for assisting 250+ newspaper clients like The Washington Post, The Seattle Times and the Milwaukee Journal Sentinel in offering recruitment products that grow revenue while helping their employer/advertisers fill distinct needs. These are unique upsell or add-on products that employers want and need. In all we had fifteen niche recruitment networks from Trucking to Healthcare, partnering with the leading job boards in the space. Recruitology continue's serving our former clients. Developed some of the first internet job boards in 1996 focusing on recruiting women, minorities and veterans. Sold that company to DiversityInc Magazine in 2001 and remained as their President of the Careers Division until 2003 growing it to more than 4,000 clients. Formerly, SVP of Strategic Recruitment for The Inclusiv Group, a retained executive search firm. 30 year history in recruiting and business development working for companies like Emerson Electric, The St. Paul Travelers and Borden.

Credit Information

Do these courses count toward my professional development requirements?

This portal is provided as a training and development resource for City of Markham employees. Every course is delivered by a qualified subject matter expert or learning organization, is quantifiable in hours, and is verifiable — you receive a documented certificate of completion for every course you finish, stored on LearnFormula indefinitely.

If you hold a professional designation (for example in engineering, accounting, human resources, or law), courses may be counted as professionally relevant, verifiable learning activities toward your continuing professional development. Individual practitioners are responsible for confirming that an activity meets the requirements of their professional body. For questions about the City of Markham's training and development policies, please speak with your people leader or Human Resources.

What Students Are Saying

4.3
Student's Choice
157 reviews

Frequently Asked Questions

We are a registered provider with 327+ associations and regulatory bodies worldwide. We operate across 29 global markets including Canada, the US, Australia, and the UK. Every course page clearly displays its specific accreditations. Upon completion, you receive a professional certificate that can be validated online. Our certificates include all necessary accreditation details, credit hours, and completion dates, and are formatted specifically to meet the submission requirements of most global regulatory bodies.