Product Design in AI | Artificial Intelligence and Users
Product Design in AI | Artificial Intelligence and Users, available at $64.99, has an average rating of 4.13, with 124 lectures, 18 quizzes, based on 388 reviews, and has 7045 subscribers.
You will learn about You will learn to apply AI principles in product design, understand differences between traditional & AI design and create user-centered AI systems. You will learn to address ethical concerns, understand the basics of machine learning, and improve communication in AI product development teams. You will learn to identify user needs, goals and feedback in AI design, to create truly beneficial and user-centered products. You will learn to analyze and prevent bias, protect privacy, and enhance security in AI products to ensure responsible, trustworthy and fair systems. You will learn to design and prototype AI systems, develop and test them with user feedback to improve the user experience. You will learn to understand the business objectives and technical feasibility in AI product development to align your designs with company goals. As a competitive learner in this course and a future AI designer, you should walk away with at least 3 AI projects for your design portfolio. As a passionate product designer and lifetime learner, you should get lifetime access to full course materials dedicated to AI designing This course is ideal for individuals who are Beginner in AI designing or Product Designer or UX/UI Designer It is particularly useful for Beginner in AI designing or Product Designer or UX/UI Designer.
Enroll now: Product Design in AI | Artificial Intelligence and Users
Summary
Title: Product Design in AI | Artificial Intelligence and Users
Price: $64.99
Average Rating: 4.13
Number of Lectures: 124
Number of Quizzes: 18
Number of Published Lectures: 124
Number of Published Quizzes: 18
Number of Curriculum Items: 142
Number of Published Curriculum Objects: 142
Original Price: $64.99
Quality Status: approved
Status: Live
What You Will Learn
- You will learn to apply AI principles in product design, understand differences between traditional & AI design and create user-centered AI systems.
- You will learn to address ethical concerns, understand the basics of machine learning, and improve communication in AI product development teams.
- You will learn to identify user needs, goals and feedback in AI design, to create truly beneficial and user-centered products.
- You will learn to analyze and prevent bias, protect privacy, and enhance security in AI products to ensure responsible, trustworthy and fair systems.
- You will learn to design and prototype AI systems, develop and test them with user feedback to improve the user experience.
- You will learn to understand the business objectives and technical feasibility in AI product development to align your designs with company goals.
- As a competitive learner in this course and a future AI designer, you should walk away with at least 3 AI projects for your design portfolio.
- As a passionate product designer and lifetime learner, you should get lifetime access to full course materials dedicated to AI designing
Who Should Attend
- Beginner in AI designing
- Product Designer
- UX/UI Designer
Target Audiences
- Beginner in AI designing
- Product Designer
- UX/UI Designer
Are you interested in learning how to incorporate artificial intelligence (AI) to your future designs and creating innovative products? It is not too late and in fact, you are early! If you are a product designer, or UX/UI designer, looking to enhance your skills in order to compete for the next job in the science and technology field, this course on Product Design in AI is the perfect option for you.
With
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100+ on-demand videos,
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500+ downloadable slides and course materials,
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hands-on projects for your design portfolio,
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and a certificate to prove your expertise in AI Design,
you will be ready to position yourself as an expert in the field of product design in AI.
In this comprehensive course on AI design, you will learn not only how to prototype AI-powered products that meet the needs of your target users, but also the ethical and legal considerations involved in designing AI systems or products. You will also learn how to deal with common AI design issues such as bias in data and algorithms.
***ATTENTION*** Note that this course is NOT about how to use AI to assist in your design process, but about how to design for AI-powered products and AI systems. (To learn how to use ChatGPT to assist in your design process, please check my other course, ChatGPT Prompt Engineering). This course, Product Design in AI | Artificial Intelligence and Users, is best suited for product designers and IS NOT a technical guide on how to train an AI. Please feel free to review the following curriculum before enrolling.
By the end of this course, you will be well-equipped to turn your ideas into successful AI-powered products, and take your portfolio to another level with your newly gained knowledge and experience in product design in artificial intelligence.
Course Curriculum
Chapter 1: Course Introduction
Lecture 1: Who is this course for ?
Lecture 2: Course structure
Chapter 2: Intro to Product Design and AI
Lecture 1: What is artificial intelligence ?
Lecture 2: The role of product design in AI development
Lecture 3: Understanding the domain
Lecture 4: Discovering AI use case
Lecture 5: Types of AI use case
Lecture 6: Summary: Intro to Product Design and AI
Lecture 7: Glossary: Intro to Product Design and AI
Chapter 3: Foundations of AI Design
Lecture 1: Transitioning from traditional design to AI design
Lecture 2: Products that AI designers design
Lecture 3: The 10 responsibilities of an AI designer
Lecture 4: General flow of AI design
Lecture 5: Summary: Foundations of AI Design
Lecture 6: Glossary: Foundations of AI Design
Chapter 4: Choose Projects for Portfolio
Lecture 1: How to use my project generator
Lecture 2: Project Generator
Chapter 5: UX Refresher Course
Lecture 1: UX brief introduction
Lecture 2: Phase 1 – Discover
Lecture 3: Phase 2 – Research
Lecture 4: Phase 3 – Analyze
Lecture 5: Phase 4 – Design
Lecture 6: Phase 5 – Validate
Lecture 7: Ending Remark
Chapter 6: System Design – Part 1: Define AI Values
Lecture 1: Understanding user needs
Lecture 2: Intersection of user needs and AI
Lecture 3: Narrowing down the focus
Lecture 4: Automation vs augmentation
Lecture 5: Summary: System Design – Part 1: Determine AI Values
Lecture 6: Glossary: System Design – Part 1: Define AI Values
Chapter 7: System Design – Part 2: User POV with AI
Lecture 1: Creating a user journey
Lecture 2: Identifying the main problem of your AI-powered product
Lecture 3: Inputs and outputs of an AI system
Lecture 4: The business values of outputs
Lecture 5: Summary: System Design – Part 2: User POV with AI
Lecture 6: Glossary: System Design – Part 2: User POV with AI
Chapter 8: System Design – Part 3: Design for Error
Lecture 1: Design for error handling in AI systems
Lecture 2: Special types of errors in AI systems from user perspectives
Lecture 3: Error vs failure
Lecture 4: User-perceived errors
Lecture 5: Input errors
Lecture 6: Summary: System Design – Part 3: Design for Error
Lecture 7: Glossary: System Design – Part 3: Design for Error
Chapter 9: System Design – Part 4: Prototyping AI-Powered Products
Lecture 1: The purpose of prototyping
Lecture 2: Information architecture for an AI system
Lecture 3: User flow for user's steps
Lecture 4: Consider user interactions with AI
Lecture 5: Summary: System Design – Part 4: Prototyping AI-Powered Products
Lecture 6: Glossary: System Design – Part 4: Prototyping AI-Powered Products
Chapter 10: Advanced Topics in AI Prototypes: Voice and Gesture Systems
Lecture 1: Prototyping for voice systems – Introduction
Lecture 2: Prototyping for voice systems – Conversation flow
Lecture 3: Prototyping for voice systems – Voice Command Libraries
Lecture 4: Prototyping for voice systems – Example: Restaurant AI assistant
Lecture 5: Prototyping for gesture systems – Introduction
Lecture 6: Prototyping for gesture systems – Sensors
Lecture 7: Prototyping for gesture systems – Gesture recognition algorithms
Lecture 8: Glossary: Advanced Topics in AI Prototypes: Voice and Gesture Systems
Chapter 11: System Design – Part 5: Define the AI System
Lecture 1: What’s next for product designers
Lecture 2: Design the reward function
Lecture 3: Precision and recall
Lecture 4: Evaluating the AI system with probability scores
Lecture 5: Summary: System Design – Part 5: Define the AI System
Lecture 6: Glossary: System Design – Part 5: Define the AI System
Chapter 12: Intro to Machine Learning for Designers
Lecture 1: Why ML basics are important for product designers
Lecture 2: Machine learning and AI
Lecture 3: Types of machine learning and their products
Lecture 4: Steps to design ML models
Lecture 5: Supervised learning
Lecture 6: Unsupervised learning
Lecture 7: Reinforcement learning
Lecture 8: Summary: Intro to Machine Learning for Designers
Lecture 9: Glossary: Intro to Machine Learning for Designers
Chapter 13: Data Design – Part 1: Overview
Lecture 1: The data preparation process
Lecture 2: Data design document
Lecture 3: Identifying data sources
Lecture 4: Data pre-processing
Lecture 5: Analyzing the data
Lecture 6: Summary: Data Design – Part 1: Overview
Lecture 7: Glossary: Data Design – Part 1: Overview
Instructors
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Emily UXAI
Product Designer in XR and AI
Rating Distribution
- 1 stars: 12 votes
- 2 stars: 22 votes
- 3 stars: 89 votes
- 4 stars: 141 votes
- 5 stars: 124 votes
Frequently Asked Questions
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You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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