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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caveman
Lexington, US
★★★★★ 5
Good product
It was as advertised. It came when it should have.
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Reviewed in the United States on August 12, 2025
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Michael McCoy
Grantham, US
★★★★★ 5
Quality Wire.
Size: 2 Colors each 10FT, Style: 10AWG
I bought the wire to complete a wiring job on my Miata, great quality would recommend.
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Reviewed in the United States on May 22, 2026
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Electromag50
Waukegan, US
★★★★★ 5
Flexible, maybe not UV rated
Size: 2 Colors each 5FT, Style: 10AWG
This wire is extremely flexible. My only concern is that it may not withstand UV. Nowhere on the insulation does it indicate that it is for solar.
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Reviewed in the United States on May 16, 2026
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GEORIGA
Pawtucket, US
★★★★★ 5
Nice
Size: 2 Colors each 5FT, Style: 10AWG
Great product and description is on point.
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Reviewed in the United States on May 18, 2026
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Amazon Customer
Battle Creek, US
★★★★★ 4
Happy with this purchase!
Size: 2 Colors each 5FT, Style: 10AWG
great cables for marine battery connectors, and I guess, any other connections requiring very flexible 10ga. wires
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Reviewed in the United States on May 15, 2026

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