Mastering Generative AI: A Comprehensive Guide for AI Engineers

Price: $24.99 – $10.00
(as of Dec 17,2024 23:55:47 UTC – Details)

ASIN ‏ : ‎ B0CN2GMJCC
Publisher ‏ : ‎ Independently published (November 9, 2023)
Language ‏ : ‎ English
Paperback ‏ : ‎ 79 pages
ISBN-13 ‏ : ‎ 979-8867011109
Item Weight ‏ : ‎ 9.1 ounces
Dimensions ‏ : ‎ 8.27 x 0.18 x 11.03 inches

Mastering Generative AI: A Comprehensive Guide for AI Engineers

Generative AI has revolutionized the field of artificial intelligence, allowing machines to generate new and original content, such as images, music, and text. With the rapid advancements in this technology, mastering generative AI has become essential for AI engineers looking to stay ahead in the industry.

In this comprehensive guide, we will cover everything you need to know to become an expert in generative AI. From understanding the fundamentals of generative models to implementing cutting-edge techniques, this guide will provide you with the knowledge and skills necessary to excel in this exciting field.

Topics covered in this guide include:

1. Introduction to generative AI: Learn the basics of generative models and how they differ from discriminative models.

2. Types of generative models: Explore different types of generative models, including GANs, VAEs, and autoregressive models.

3. Training generative models: Understand the training process for generative models, including data preparation, loss functions, and optimization algorithms.

4. Evaluating generative models: Learn how to evaluate the performance of generative models using metrics such as Inception Score and FID.

5. Applications of generative AI: Discover real-world applications of generative AI, from generating art to creating realistic deepfakes.

6. Advanced topics in generative AI: Dive into advanced topics such as conditional generation, text-to-image synthesis, and style transfer.

Whether you are a beginner looking to learn the basics of generative AI or an experienced AI engineer seeking to expand your skills, this guide has something for everyone. By mastering generative AI, you will be well-equipped to tackle the challenges and opportunities that lie ahead in the field of artificial intelligence.
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