### COURSE DETAILS Machine Learning & AI Risk Certificate Program As the complexity of ML models grow, risks grow & we need learn how to address risks in Machine learning models pragmatically. Join [QuantUniversity](https://www.linkedin.com/company/quantuniversity/) for the industry's first Machine Learning and AI Risk Certificate program geared towards the financial services industry. Courses: - [1\. Just Enough Python for Data Science](/content/course-details/qupython-details.html) - [2\. Machine Learning and AI for Financial\ Professionals](/content/course-details/mlfinance-details.html) - [3\. Model Risk Management for Machine Learning Models](/content/course-details/mrm-details.html) - [4\. Stress Testing and Scenario Testing for Machine\ Learning Models](/content/course-details/ml-stress-testing.html) - [5\. Algorithmic Auditing for Machine Learning\ Models](/content/course-details/algorithmic-auditing.html) Features: - Hands-on case studies (Implemented in Python and delivered through the [#QuSandbox](https://www.linkedin.com/feed/hashtag/?keywords=qusandbox&highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6889688688679297024)) - QuSandbox Templates so you can use them for your workplace - More than 60 hours of instruction and labs - Guest lectures and Industry Case studies - Assessment and Certification Delivery: - **LIVE**: Email [info@qusandbox.com](mailto:info@qusandbox.com) for upcoming LIVE training dates - **ON DEMAND**: Pre-recorded sessions with interactive videos, slides, demos and fully functional code through Qu.Academy. Who is it for? This offering is geared towards professionals in the financial industry where the need to validate machine learning models is critical. QuantUniversity has partnered with [(Professional Risk\ Managers'\ International Association)PRMIA](https://www.prmia.org/) to offer this course and is eligible for Continued Risk Learning Credits ##### Delivery LIVE/ON DEMAND ##### Number of Modules 40 ##### Each module 2 Hours/module **Registration options** ##### ON DEMAND: Access now through Qu.Academy [**Register**](https://buy.stripe.com/7sIcQd1pffTo8cobIU) [**Explore**\ Online - Ondemand\ LIVE + Online - Ondemand\ **Just Enough Python for Data Science** \ Understand the core Python constructs needed to build scalable data science and machine learning applications](/content/course-details/mlrisk.html#course1/index.html) [**Learn More**](/content/course-details/mlrisk.html#course1/index.html) [**Experience**\ Online - Ondemand\ LIVE + Online - Ondemand\ **Machine Learning and AI for Financial Professionals** \ Learn how to build pragmatic AI and ML applications with case studies in finance](/content/course-details/mlrisk.html#course2/index.html) [**Learn More**](/content/course-details/mlrisk.html#course2/index.html) [**Experience**\ Online - Ondemand\ LIVE + Online - Ondemand\ **Model Risk Management For Machine Learning Models** \ Address key model risk management and validation challenges when deploying data science and machine learning models in the enterprise](/content/course-details/mlrisk.html#course3/index.html) [**Learn More**](/content/course-details/mlrisk.html#course3/index.html) [**Explore**\ Online - Ondemand\ LIVE + Online - Ondemand\ **The Risk in ML Models: Stress, Scenario Testing & Evaluation** \ Learn how to evaluate risk in machine models in this 6-week program geared towards practitioners.](/content/course-details/mlrisk.html#course4/index.html) [**Learn More**](/content/course-details/mlrisk.html#course4/index.html) [**Explore**\ Online - Ondemand\ LIVE + Online - Ondemand\ **Algorithmic Auditing** \ Learn about the how Algorithmic auditing best practices can be adopted within an organization.](/content/course-details/mlrisk.html#course5/index.html) [**Learn More**](/content/course-details/mlrisk.html#course5/index.html) [**View Brochure**](/content/course-details/mlrisk.html#brochure/index.html) ### PAST ATTENDEES Past Attendees of QuantUniversity workshops include Assette, Baruch College, Bentley College, Bloomberg, BNY Mellon, Boston University, Datacamp, Fidelity, Ford, Goldman Sachs, IBM, J.P. Morgan Chase, MathWorks, Matrix IFS, MIT Lincoln Labs, Morgan Stanley, Nataxis Global, Northeastern University, NYU, Pan Agora, Philips Health, Stevens Institute, T.D. Securities and many more.. ### PARTICIPANT FEEDBACK Sri was an awesome instructor. He took care of the group's needs and offered different channels to pose questions. Very competent and passionate about this very vast subject and caring about the learning of his students, even if the course was asynchronous - it has been real a pleasure to learn from Sri I really loved the format of this course. The flexibility with respect to time was great as the modules were prerecorded and the possibility to pose questions to the instructor in scheduled Q/A meetings was extremely useful. ### KALIBA BILALA #### CFA I truly enjoyed your recent webinars with the CFA Institute and also learnt a lot. I look forward to more presentations from you. ### Frederic Siboulet #### Managing Director Ernst & Young Global Consulting Services I loved the course. Very well organized, clear and concise delivery, with a lot of practical examples. Abundance of materials, with links to live examples, tools, websites, articles and books. ### Michelle Allade #### Director, Model Risk Management MetaBank ..Very good info and wish all the modules were unlocked so I could binge watch. Comprehensive nature of the curriculum and the layout/sequence, which flowed very naturally. Along these lines, Sri did an effective job of introducing the big picture and alternating between focus on the building blocks and relating those back to the bigger picture. Sri was an awesome instructor. He took care of the group's needs and offered different channels to pose questions. ### KALIBA BILALA #### CFA I truly enjoyed your recent webinars with the CFA Institute and also learnt a lot. I look forward to more presentations from you. ### Frederic Siboulet #### Managing Director Ernst & Young Global Consulting Services ### Michelle Allade #### Director, Model Risk Management MetaBank ..Very good info and wish all the modules were unlocked so I could binge watch.