SKU: 18162180969

Hands-On Generative AI with Transformers and Diffusion Models (Full Colour Edition)

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Description

Hands-On Generative AI with Transformers and Diffusion Models (Full Colour Edition)Learn to use generative AI techniques to create novel text, images, audio, and even music with this practical, hands on book. Readers will understand how state of the art generative models work, how to fine tune and adapt them to their needs, and how to combine existing building blocks to create new models and creative applications in different domains. This go to book introduces theoretical concepts followed guided practical applications, with

Learn to use generative AI techniques to create novel text, images, audio, and even music with this practical, hands-on book. Readers will understand how state-of-the-art generative models work, how to fine-tune and adapt them to their needs, and how to combine existing building blocks to create new models and creative applications in different domains.This go-to book introduces theoretical concepts followed guided practical applications, with extensive code samples and easy-to-understand illustrations. You'll learn how to use open source libraries to utilize transformers and diffusion models, conduct code exploration, and study several existing projects to help guide your work.
Build and customize models that can generate text and images
Explore trade-offs between using a pretrained model and fine-tuning your own model
Create and utilize models that can generate, edit, and modify images in any style
Customize transformers and diffusion models for multiple creative purposes
Train models that can reflect your own unique style
About the AuthorOmar Sanseviero was the Chief Llama Officer and Head of Platform and Community at Hugging Face, leading the developer advocacy engineering, on-device, and moonshot teams. Omar has extensive engineering experience working at Google in Google Assistant and TensorFlow Graphics. Omars work at Hugging Face was at the intersection of open source, product, research, and technical communities.Pedro Cuenca is a Machine Learning Engineer at Hugging Face working on diffusion software, models, and applications. He has 20+ years of software development experience in fields like Internet applications (in Spain, he helped create the first interactive educational portal, the first book store, and the first free ISP) and, more recently, iOS. As a co-founder and CTO of LateNiteSoft, he worked on the technology behind Camera+, a successful iPhone photography app. He created deep-learning models for tasks such as photography enhancement and super-resolution. He was also involved in the development and operations behind dalle-mini. He brings a practical vision of integrating AI research into real-world services and the challenges and optimizations involved.Apolinário Passos is a Machine Learning Art Engineer at Hugging Face working across different teams on multiple machine learning for art and creativity use-cases. Apolinario has 10+ years of professional and artistic experience, alternating between holding art exhibitions, coding, and product management, having been a Head of Product in World Data Lab. Apolinario aims to ensure that the ML ecosystem supports and makes sense for artistic use cases.Jonathan Whitaker is a data scientist and deep learning researcher focused on generative modeling. He has previously worked on several courses related to the topics covered in this book, including the Hugging Face diffusion models class and Fast.AI's 'From Deep Learning Foundations to Stable Diffusion' which he co-created with Jeremy Howard in 2022. He has also applied these techniques in industry during his time as a consultant and now works full-time on AI research and development at Answer.AI.

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SKU: 18162180969

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Amazon Customer
Charlottesville, US
★★★★★ 5
Great Starter Set for Pickleball Beginners
This pickleball paddle set is perfect for anyone just getting into the sport. The paddles feel solid and well-balanced with a comfortable grip, making them easy to use for beginners while still offering good control and power. The set is a great value since it includes two paddles, indoor and outdoor balls, and a convenient carrying bag. Everything you need is included, which makes it easy to get started right away. A fun, complete kit for joining the pickleball craze.
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Reviewed in the United States on May 29, 2026
B
Brian J.
Lake Worth, US
★★★★★ 4
On par with everything else at this price point.
Disclaimer: vine review of an item I requested free* These are nothing fancy, about on par with the $20 Walmart paddles I've used. A bit heavy and not a whole lot of pop to them. Pretty smooth texture, but you can still get decent spin on the ball. This comes with extra grips and 2 indoor and 2 outdoor balls and a nice carrying case. The balls are nothing special either, but if you're looking for paddles at this price point you won't be finding fault with these balls either. A good buy for beginners or anyone not wanting to get too seriously into pickleball. Honestly most everything at this price point probably comes from the same factory with different paint on top anyways.
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Reviewed in the United States on April 3, 2026
R
Ryan Y.
Dallas, US
★★★★★ 5
Complete starter set—perfect for casual play or guest use
This is a really well-rounded pickleball set, especially if you’re just getting started or want an easy grab-and-go setup. It comes with everything you need: two paddles, four balls, a carry case, and even extra handle wraps for when the originals wear out. That’s a nice extra and not something you always see included. I actually keep this set available for guests at a short-term rental, since there are pickleball courts nearby, and it’s been perfect for that. Everything stays organized in the case, and the adjustable shoulder strap can be clipped for either side, making it easy to carry to and from the courts. The paddles feel solid and well-balanced, and the included balls are great for casual indoor or outdoor play. It’s a convenient setup that doesn’t require buying anything extra to get started. Whether you’re a beginner, occasional player, or just want something ready for guests or friends, this is a great all-in-one set.
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Reviewed in the United States on April 11, 2026
T
Taylor Devaney
Lowell, US
★★★★★ 5
Great set to have for pick up games
This is a great set for casual play and quick pick-up games. It has everything you need to get started, and it’s nice to have it all in one place instead of buying pieces separately. The paddles feel decent in hand and are easy to use, especially for beginners or more relaxed games. They’re not professional-level paddles, but they’re not meant to be. For recreational play, they work really well and get the job done without any issues. The balls and included accessories are a nice bonus and make the set feel complete. Overall, this is a solid option if you’re just looking to play for fun or get into the game without spending a ton. No complaints from me—easy five stars.
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Reviewed in the United States on April 15, 2026
M
Michele LaBelle
Grantham, US
★★★★★ 5
Great pickleball set
This set is great for getting started since it includes everything you need in one package. The paddles feel light but sturdy, and the grip is comfortable during longer games. Control is good, especially for beginners learning the game. The included bag makes it easy to carry everything together, and the materials hold up well with regular use. I also love the colors!
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Reviewed in the United States on April 17, 2026

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