Product Design in AI | Artificial Intelligence and Users
- Description
- Curriculum
- FAQ
- Reviews
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
- 100+ on-demand videos,
- 500+ downloadable slides and course materials,
- hands-on projects for your design portfolio,
- 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.
*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.
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.
-
11
Transitioning from traditional design to AI design -
12
Products that AI designers design
-
13
The 10 responsibilities of an AI designer
-
14
General flow of AI design
-
15
Summary: Foundations of AI Design
-
16
Glossary: Foundations of AI Design -
17
Quiz: Foundations of AI DesignCheck your understanding for this section.
-
34
Creating a user journey
-
35
Identifying the main problem of your AI-powered product
-
36
Inputs and outputs of an AI system
-
37
The business values of outputs
-
38
Summary: System Design - Part 2: User POV with AI
-
39
Glossary: System Design - Part 2: User POV with AI
-
40
Quiz: System Design - Part 2: User POV with AI
-
41
Design for error handling in AI systems
-
42
Special types of errors in AI systems from user perspectives
-
43
Error vs failure
-
44
User-perceived errors
-
45
Input errors
-
46
Summary: System Design - Part 3: Design for Error
-
47
Glossary: System Design - Part 3: Design for Error
-
48
Quiz: System Design - Part 3: Design for Errors
-
49
The purpose of prototyping
-
50
Information architecture for an AI system
-
51
User flow for user's steps
-
52
Consider user interactions with AI
-
53
Summary: System Design - Part 4: Prototyping AI-Powered Products
-
54
Glossary: System Design - Part 4: Prototyping AI-Powered Products
-
55
Quiz: System Design - Part 4: Prototyping AI-Powered Products
Check your understanding of this section on prototyping AI-powered products.
-
56
Prototyping for voice systems - Introduction
-
57
Prototyping for voice systems - Conversation flow
-
58
Prototyping for voice systems - Voice Command Libraries
-
59
Prototyping for voice systems - Example: Restaurant AI assistant
-
60
Prototyping for gesture systems - Introduction
-
61
Prototyping for gesture systems - Sensors
-
62
Prototyping for gesture systems - Gesture recognition algorithms
-
63
Glossary: Advanced Topics in AI Prototypes: Voice and Gesture Systems
-
64
What’s next for product designers
-
65
Design the reward function
-
66
Precision and recall
-
67
Evaluating the AI system with probability scores
-
68
Summary: System Design - Part 5: Define the AI System
-
69
Glossary: System Design - Part 5: Define the AI System
-
70
Quiz: System Design - Part 5: Define the AI System
-
71
Why ML basics are important for product designers
-
72
Machine learning and AI
-
73
Types of machine learning and their products
-
74
Steps to design ML models
-
75
Supervised learning
-
76
Unsupervised learning
-
77
Reinforcement learning
-
78
Summary: Intro to Machine Learning for Designers
-
79
Glossary: Intro to Machine Learning for Designers
