LIVE ONLINE COURSE
Take the lead and infuse AI into your product design! Cater to user feedback, create prototypes, and secure your career with expert guidance.
Join AI Product Design Leader Robert Redmond to strategize, optimize, and design AI-driven products!
Merge your current skills with AI wisdom. Craft user-centric designs, identify applications of Deep Learning, and use KPIs to set goals for your products.
Improve user experiences by utilizing data to reduce biases and design workflows for effective collaboration with diverse teams. Advocate for the users by being mindful of all ethical considerations.
You already know how to use a design tool(s) but you need to understand human-computer interactions still. Get hands-on practice with assignments and feedback from an expert.
Work with your classmates to generate concepts, prototype core features, and utilize user research data for effective AI product design.
Level up your current skills to create user personas, journey maps, and rapid prototypes that secure your employment future.
Live learning with a cherry on top! Enjoy networking, group chats, 1-on-1 sessions, personalized feedback, career guidance, assignments for practice, and a portfolio project to boost job prospects.
Master the fundamentals of AI and its applications in user-centered design, placing user needs at the core of innovative technology and data integration.
Assignment #1: Explore AI Integration in Real-World Products
Discover a real-life product harnessing AI, decipher its AI integration, and elucidate the value it delivers to both the business and the user.
Learn the principles of Machine Learning, distinguishing between supervised and unsupervised algorithms. Apply linear regression models to enhance design by integrating predictive capabilities.
Assignment #2: Designing for Predictive Systems
Enhance subscriber retention through predictive design. Explore innovative strategies, and present your ideas in written or wireframe format.
In this class, you’ll explore neural network architecture, applications in product design, and the potential of Generative AI. We’ll also talk about applying RNN and NLP techniques.
Assignment #3: Experimentation with Complex Algorithms
Dive into the world of AI experimentation using open and free-access models like MidJourney, Dallé, and OpenAI's ChatGPT. Showcase your unique creations and discoveries with these tools.
Bonus Assignment: Discover and evaluate an app that leverages GAI or Neural Networks. Analyze how the AI enhances user experience and the product itself. Highlight any unique design elements that exemplify its value.
Unlock the essentials to crafting exceptional user experiences for AI-driven products. Dive into UI/UX design, AI-powered recommendations visualization, explainability, and harness AI tools for your design arsenal.
Assignment #4: Experimentation with Advance Features
Dive into AI-driven plugin experimentation. Harness your creativity to design a prototype or wireframe integrating AI, ML, or GAI tech, all linked to your career path.
Empower yourself to create AI systems that are ethical, unbiased, and inclusive, aligning with societal values and user needs.
Assignment #5: Promote Ethical Data Use
Analyze potential biases in our subscription churn prediction experiment, identifying ways they could lead to harmful or unintended outcomes, and propose measures to ensure data-driven decisions are fair and ethical.
Develop the skills to analyze KPIs and user feedback to refine and achieve product goals, driving effective AI product development.
Assignment #6: Product Invention — Find a Problem to Solve with AI
Explore your chosen domain, identify a pressing user problem, and develop a concept for an AI-driven solution. Create a concise white paper outlining your product's functionality, expected outcomes, and the necessary requirements for implementation.
Enhance your AI product design skills by optimizing data structures, aligning user goals with AI features, and prioritizing user-centric design through personas and journey mapping.
Assignment #7: Defining Data & Information Flow, Sourcing & Creating
Visualize the flow – transform your white paper and sketches into a dynamic data flow diagram, elucidating the origins of data and the means to source or generate it. Discover insights from illustrative examples for effectively orchestrating information flow in the age of technology and human collaboration.
Empower yourself to conceive, prototype, and validate AI-driven product ideas, expertly integrating AI solutions to address user needs while honing your agility in crafting interactive AI prototypes.
Assignment #8: Initial Feature Definition & Prototyping Core Features
Breathe life into your product concept by creating wireframes that illustrate core features, detailing user interactions, processes, and UI outcomes.
Craft intuitive user experiences for AI products and understand the pivotal role of UX design in enhancing user engagement and product adoption.
Assignment #9: Continue Developing Your Concept
Elevate your concept with engaging UI designs that emphasize UX, leveraging elements like color, imagery, iconography, and text to showcase the AI's user experience enhancements.
In this class, you'll gain expertise in navigating the AI product development lifecycle, devising effective strategies for AI solution planning and deployment, and implementing efficient management techniques for models and data pipelines.
Unlock the potential of user research data to elevate your AI product design, encompassing research mastery, data integration, A/B testing, experimentation, and real-world case study applications.
Assignment #10: Gather Feedback via Simplistic Methods
Engage friends or family to review your app, gather feedback on UX aspects, and categorize responses to enhance usability and identify critical improvements.
Enhance your ability to conduct effective design reviews, offer constructive feedback and adeptly manage design documentation & stakeholder expectations.
Gain insight into how to bridge design and technical teams through compelling storytelling and agile workflows, fostering seamless and collaborative product design journeys.
Assignment #11: Getting, Applying, & Refocusing Feedback
Craft a 1-2 minute storytelling presentation showcasing your reaction to feedback. Submit along with your Designed AI solution work-in-progress document.
Navigate the AI product design landscape, learn how to craft a compelling portfolio, and gain career insights from industry experts.