Human-Machine Learning
SKU: 70255796191

Human-Machine Learning

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Description

Human-Machine LearningForget to design a solution once and for all with Machine Learning it simply doesnt work! You need to become a Loop designer. Given that learning is inherently dynamic, designers need to harness feedback loops to create solutions that adapt to changing environments and data. Discover how to work backward from humans, partner with ML field experts, build effective feedback loop mechanisms, and design data aware interactions. With Machine Learning,

Forget to design a solution once and for all - with Machine Learning it simply doesnÕt work!
You need to become a Loop designer.
Given that learning is inherently dynamic, designers need to harness feedback loops to create solutions that adapt to changing environments and data. Discover how to work backward from humans, partner with ML field experts, build effective feedback loop mechanisms, and design data-aware interactions.

With Machine Learning, designers hold a crucial role in keeping humans and society at the center. The book guides the reader in understanding the challenges and peculiarities of designing these systems. It provides methods and tools to apply a human-centered approach to problem-framing and solving.

'Human-Machine learningÕ is a design paradigm that enables both humans and machines to learn and adapt.

Shifting our perspective from a growth to an adaptive mindset, the book presents the Human-Machine Learning paradigm as a way to tackle complex problems and drive positive change systemically.

Six things you will find in this book:
1. The role of feedback in shaping human and machine learning
2. The role of designers in working backward from human needs in ML projects
3. How to design with and for data
4. How to design feedback loops at three levels of interactions: individual, organizational, and societal
5. A systemic perspective on designing with ML with a humanity-centered approach
6. How to design for Human-Machine Continual Learning

Schillizzi's "Human-Machine Learning" maps the intersection of design and ML through the lens of an AWS veteran. Tailored for rising designers, this book explores AI ethics, surveys system thinking, and offers actionable tactics for aligning with engineering and product teams in the tech realm. Its engaging narrative provides a roadmap for iterative "designing in loops" product development in todayÕs AI-driven industry. ÑJohn Maeda, Author of How To Speak Machine

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SKU: 70255796191

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Birmingham, US
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Great quality bamboo sheets and so cool to the touch
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These high quality sheets are very cool to the touch, soft and great value for the cost. Love sleeping on them.
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Silky Cooling Sheets
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First experience with bamboo bedding - these are very soft, have a bit of silky weight, but are temperature-regulating sheets that are quite comfortable in any season. Beautiful blue color, and helpful elastic corner bands that ease bed-making.
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Los Angeles, US
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Luxury feel and a cozy sleep
Color: 04 - Mineral Blue, Size: King
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Color: 02 - Beige, Size: California King
These sheets are the best I have ever bought and I’m old, so I have tried many different sheets over the years. No more night sweats. I sleep so much better. I almost did not buy them because I am cheap. I also have a very think mattress and these fit very well and easy to make the bed. I actually thinking about buying another set and storing them for future use in case I can’t find them again in the future. These are very much worth the price.
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Omaha, US
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Color: 02 - Beige, Size: Queen
If you didn’t know better, they feel like silk. Rate for the summertime. Very luxurious.
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