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Design for AI Flowchart
Design for AI Flowchart
Should you invest in AI/ML Capabilities for your product? Should you automate or augment the tasks?
Design for AI Flowchart
Designing AI products
Designing AI products
A compilation of best practices for designers, managers and HCI practitioners to build human-centred AI products.
Designing AI products
Designing Human-Centered AI Products - Interaction20
Designing Human-Centered AI Products - Interaction20
Curious about designing human-centered AI products? Let’s walk through a case study of how a Google product team has made design decisions that are people-first. You’ll learn frameworks and tips for building your own AI products.
Designing Human-Centered AI Products - Interaction20
AI for Everyone | DeepLearning.AI
AI for Everyone | DeepLearning.AI
AI is not only for engineers. “AI for Everyone”, a non-technical course, will help you understand AI technologies and spot opportunities to apply AI to problems in your own organization. You will see examples of what today’s AI can – and cannot – do. Finally, you will understand how AI is impacting society and how to navigate through this technological change.
AI for Everyone | DeepLearning.AI
TRK - Wage Calculator
TRK - Wage Calculator
TRK "technically responsible knowledge" is a platform for data labelling and AI/ML training. Unlike other services, crowd-sourced workers and workers can set fair prices on this platform towards a living wage. TRK is open source, and offered under the MIT license.
TRK - Wage Calculator
Caroline Sinders
Caroline Sinders
Caroline Sinders is a machine-learning-design researcher and artist. For the past few years, she has been examining the intersections of technology’s impact in society, interface design, artificial intelligence, abuse, and politics in digital, conversational spaces. Sinders is the founder of Convocation Design + Research, an agency focusing on the intersections of machine learning, user research, designing for public good, and solving difficult communication problems. As a designer and researcher, she has worked with Amnesty International, Intel, IBM Watson, the Wikimedia Foundation, and others.
Caroline Sinders
IA Design Kit
IA Design Kit
From Futurice | An award-nominated toolkit and associated workshops to support and enhance human capabilities and de-mystify the complex world of AI
IA Design Kit
Enterprise Design Thinking - AI_Essentials Course
Enterprise Design Thinking - AI_Essentials Course
Learn IBM’s AI Essentials Framework from experts, see an example in practice, and gather the resources you need to get started on your own project today.
Enterprise Design Thinking - AI_Essentials Course
AI Explorables | PAIR
AI Explorables | PAIR
People + AI Research (PAIR) is a multidisciplinary team at Google that explores the human side of AI.
AI Explorables | PAIR
Federated Learning
Federated Learning
Building better products with on-device data and privacy by default. An online comic from Google AI.
Federated Learning
The AI Readiness Canvas and Workshop + Voltage Control
The AI Readiness Canvas and Workshop + Voltage Control
My AI Readiness Canvas and Workshop was inspired by the many conversations I’ve had with CEOs who are excited about the potential of AI. Sometimes, I leave these moments feeling like I’ve just…
The AI Readiness Canvas and Workshop + Voltage Control
Machine Learning Scientist with Python Track | DataCamp
Machine Learning Scientist with Python Track | DataCamp
Master the essential skills to land a job as a machine learning scientist! You'll augment your Python programming skill set with the toolbox to perform supervised, unsupervised, and deep learning. You'll learn how to process data for features, train your models, assess performance, and tune parameters for better performance. In the process, you'll get an introduction to natural language processing, image processing, and popular libraries such as Spark and Keras.
Machine Learning Scientist with Python Track | DataCamp
Machine Learning Canvas — OwnML
Machine Learning Canvas — OwnML
Design better Machine Learning systems. Keep teams of scientists, engineers and managers focused on the same objectives.
Machine Learning Canvas — OwnML
Fast.ai
Fast.ai
Making neural nets uncool again
Fast.ai
Become an AI Product Manager - Nanodegree
Become an AI Product Manager - Nanodegree
Learn to develop AI products that deliver business value. Build skills that help you compete in the new AI-powered world. Learn online, with Udacity.
Become an AI Product Manager - Nanodegree
Transforming the User Experience through Artificial Intelligence | Stanford Online
Transforming the User Experience through Artificial Intelligence | Stanford Online
How do we design AI systems that augment and empower people? This course connects human-computer interaction (HCI), the multidisciplinary field that focuses on designing interactions between humans and technology, to the transformative effects of AI so that you can better serve your customers and drive your company forward. You’ll learn to make informed decisions on how and when our company should be designing smart and AI-based products to change how you work, learn and communicate.
Transforming the User Experience through Artificial Intelligence | Stanford Online
MOOC: AI in Practice - Applying AI | TU Delft Online
MOOC: AI in Practice - Applying AI | TU Delft Online
Learn about the implementation and practical aspects of Artificial Intelligence and how to write a plan for applying AI in your own organization in a step-by-step manner.
MOOC: AI in Practice - Applying AI | TU Delft Online