{"podcast":{"title":"Fundamentals of Generative AI Course","slug":"fundamentals-of-generative-ai-course-7486481","podcast_index_feed_id":7486481,"rss_url":"https://www.spreaker.com/show/6738400/episodes/feed","website_url":"https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400","image_url":"https://d3wo5wojvuv7l.cloudfront.net/t_rss_itunes_square_1400/images.spreaker.com/original/aabb5d55eaeabd21cc53a652578a41e7.jpg","author":"Hakeem Ali-Bocas Alexander","episode_count":11,"summary":"📚 Explore the author’s exclusive bookstore. Discover the foundational texts of the UniquilibriuM philosophy, available directly at Books by UniquilibriuM Fundamentals of Generative AI Course We start by demystifying what Generative AI truly is and how it differs from other forms of machine learning. Then, we’ll guide you through its core techniques, including Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and cutting-edge Diffusion Models. You’ll learn not just the theory, but also get a practical, hands-on walkthrough on setting up your environment and building a simple generative model from scratch. Become a supporter of this podcast: https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support .","last_synced_at":null,"page_url":"https://stenobird.com/podcast/fundamentals-of-generative-ai-course-7486481"},"episode":{"title":"Fundamentals of Generative AI – Module 1: Introduction to Generative AI – Lesson 1.2","slug":"fundamentals-of-generative-ai-module-1-introduction-to-generative-ai-lesson-1-2","published_at":"2025-01-20T07:29:58+00:00","page_url":"https://stenobird.com/podcast/fundamentals-of-generative-ai-course-7486481/fundamentals-of-generative-ai-module-1-introduction-to-generative-ai-lesson-1-2","show_page_url":"https://stenobird.com/podcast/fundamentals-of-generative-ai-course-7486481","url":"https://www.spreaker.com/episode/fundamentals-of-generative-ai-module-1-introduction-to-generative-ai-lesson-1-2--63758587","audio_url":"https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/63758587/draft_1737354938609686_audio.mp3","summary":"Episode 12 - The Blog Dealer on https://blogdealer.com (改善) Source material: https://hakeemalexander.com/20... Tools like GPT-3 and other language models are used for generating text, articles, blogs, poetry, and even screenplays. Data augmentation is a crucial technique in machine learning that involves creating additional synthetic data from existing datasets. By using generative techniques, researchers and practitioners can create realistic simulations that mimic complex systems, support decision-making, and enhance predictive capabilities. Become a supporter of this podcast: https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support . 📚 Explore the author’s exclusive bookstore. Discover the foundational texts of the UniquilibriuM philosophy, available directly at Books by UniquilibriuM Stay awake and vibrant with Strong Coffee Company . An exclusive deal you'll not get elswhere. This is another way to support my work using the code HAKEEM . I earn commissions when you buy anything from Strong Coffee Company using my link and code \"HAKEEM\" https://MyDeals.Page/1gp9 If you want to dig in deeper to more of my productions, go to World Reading Club .","meta_description":"Episode 12 - The Blog Dealer on https://blogdealer.com (改善) Source material: https://hakeemalexander.com/20... Tools like GPT-3 and other language models…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2101,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/fundamentals-of-generative-ai-course-7486481/episodes/fundamentals-of-generative-ai-module-1-introduction-to-generative-ai-lesson-1-2/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/fundamentals-of-generative-ai-course-7486481/fundamentals-of-generative-ai-module-1-introduction-to-generative-ai-lesson-1-2.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}