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Generative AI Projects: A Hands-On Guide

Gen AI Learner Series

Generative AI Projects: A Hands-On Guide" is a comprehensive resource designed for anyone eager to explore the world of generative AI through practical, real-world applications. This book is tailored to developers, AI enthusiasts, and data scientists who want to learn by doing, with a focus on creating functional generative AI solutions from scratch. It covers foundational concepts of generative models, including GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), and transformer-based architectures.

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  1. Gen AI Learner Series Subscriber Audio

    6月18日 ・ 訂閱者限定

    Gen AI Learner Series Subscriber Audio

    "Welcome to the Gen AI Learner Series — your trusted source for learning how Generative AI is transforming the world. By subscribing to this podcast, you unlock a front-row seat to the future of artificial intelligence. You’ll get access to exclusive content including bonus episodes, expert interviews, behind-the-scenes insights, and deep dives that go far beyond the basics. We break down the science and strategy behind Gen AI — covering everything from text and image generation, prompt engineering, foundation models, to ethics, deployment, and innovation trends. Whether you're a developer building the next big thing, a researcher exploring AI capabilities, or an enthusiast trying to keep up with it all — this podcast gives you the clarity and context you need. Subscribing also means you’re supporting independent, high-quality learning — content that’s thoughtfully curated, ad-free, and designed for real-world relevance. If you're ready to stay ahead of the curve and truly understand how generative AI works — not just as a buzzword, but as a game-changing technology — then this series is for you. Tap subscribe now and join a global community of thinkers, builders, and learners navigating the age of intelligence — together."

    1 分鐘

  2. 2024/10/22

    Generative AI Projects: A Hands-On Guide

    This document provides a comprehensive guide to generative AI, covering its core concepts, key techniques, tools, and frameworks. It explores various generative AI projects, ranging from text and image generation to music composition and video synthesis, and delves into advanced applications in art, healthcare, and chatbot development. The document also addresses ethical and practical considerations like bias mitigation, fairness, and transparency, as well as deployment strategies, monitoring, and cost optimization. Finally, it discusses future trends in generative AI, emphasizing the potential impact on various industries and the importance of preparing for its development.

    16 分鐘
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簡介

Generative AI Projects: A Hands-On Guide" is a comprehensive resource designed for anyone eager to explore the world of generative AI through practical, real-world applications. This book is tailored to developers, AI enthusiasts, and data scientists who want to learn by doing, with a focus on creating functional generative AI solutions from scratch. It covers foundational concepts of generative models, including GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), and transformer-based architectures.

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