RMIT Online
4 weeks
Transform your career by mastering AI product management. This hands-on course teaches emerging and aspiring product managers how to define success for machine learning products, create AI business cases, and develop AI-powered product strategies in partnership with industry experts.
Foundational product management knowledge is recommended, including familiarity with Product Requirements Documents (PRD). While not strictly required, prior experience with product management tools and concepts will enhance your learning experience. No coding experience is necessary as the course uses automated ML tools. Basic computer literacy and access to a reliable internet connection are essential for online participation.
Module 1: Leveraging Data with AI - Understand AI and machine learning fundamentals, including supervised and unsupervised models. Learn to create business cases for AI applications and optimize AI product use based on data availability and business metrics. Topics include using AI in business, AI personalization, recommendation systems, and forecasting applications. Module 2: Bespoke Datasets for Multimodal AI Products - Explore the importance of high-quality datasets for AI accuracy. Learn to create and curate multimodal datasets (text, video, and audio) combining supervised machine learning with computer vision techniques. Understand key stakeholders in AI product development and develop roadmaps for AI-powered applications. Module 3: Generative AI Products - Learn fundamentals of AI models, neural networks, and the training process. Understand how training data impacts model performance, evaluate results using metrics like accuracy and precision, and explore techniques like transfer learning and neural architecture search.
RMIT University is a world-leading institution offering industry-validated skills through partnerships with renowned companies like Udacity. The course combines RMIT's academic credibility with Udacity's cutting-edge curriculum and mentorship from industry experts. You'll receive personalized support from RMIT's dedicated Learner Success team while accessing Udacity's career services. The RMIT credential earned upon completion is recognized globally and can be validated and shared on professional platforms like LinkedIn.
Upon completion, you'll be positioned for roles as an AI Product Manager, Product Manager specializing in AI-driven products, or AI Strategy Lead. This course prepares emerging and aspiring product managers to manage the AI and ML product development lifecycle, and enables technology-adjacent professionals to transition into AI product management. Career opportunities span across industries including technology, finance, healthcare, and e-commerce where AI product expertise is increasingly in demand.
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