• Generative AI Basics

  • By: Anand V
  • Podcast

Generative AI Basics

By: Anand V
Listen for free

  • Summary

  • This practical guide demystifies generative AI, offering a clear introduction to its underlying concepts and methods. The book covers foundational topics, such as neural networks, deep learning, and key architectures like GPT, BERT, and GANs. Readers will gain hands-on experience by building and training AI models using open-source frameworks. Detailed examples and exercises guide users through building text generation, image synthesis, and more. Whether you’re a beginner or an AI enthusiast, this guide provides a solid foundation for understanding and implementing generative AI across various
    Anand V
    Show More Show Less
Show More Show Less
Episodes
  • Generative AI Basics

    Generative AI Basics
    Oct 14 2024

    It offers a comprehensive guide to generative AI, covering its fundamental principles, key algorithms, and practical applications. It explores the history and evolution of generative AI, introducing core concepts like neural networks, deep learning, and latent space. The text further examines prominent generative models such as Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and transformer-based models like GPT. The PDF provides step-by-step instructions on building generative models for image generation, text generation, and music composition, along with discussions on training and evaluation methods. Finally, it delves into ethical considerations in generative AI, emphasizing bias, fairness, and the potential for misuse. The text concludes with a look at the future of generative AI, highlighting emerging trends, the impact on society, and the importance of responsible development

    Show More Show Less
    15 mins

What listeners say about Generative AI Basics

Average Customer Ratings

Reviews - Please select the tabs below to change the source of reviews.

Audible.com.au reviews

Amazon Reviews
No Reviews are Available
In the spirit of reconciliation, Audible acknowledges the Traditional Custodians of country throughout Australia and their connections to land, sea and community. We pay our respect to their elders past and present and extend that respect to all Aboriginal and Torres Strait Islander peoples today.