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Fundamentals of Generative AI Course

Podcast af Hakeem Ali-Bocas Alexander

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Videnskab & teknologi

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📚 Explore the author’s exclusive bookstore. Discover the foundational texts of the UniquilibriuM philosophy, available directly at Books by UniquilibriuMFundamentals of Generative AI CourseWe 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.

Alle episoder

11 episoder

episode Fundamentals of Generative AI: Course Completion, Resources & Recommendations cover

Fundamentals of Generative AI: Course Completion, Resources & Recommendations

Episode 20 - The Blog Dealer on https://blogdealer.com [https://blogdealer.com] (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... [https://app.hiro.fm/channel/demiphase] Source material: https://hakeemalexander.com/20... [https://hakeemalexander.com/2025/01/1353/] Here are some recommended resources for each module of your course on the fundamentals of Generative AI, including reading materials, online courses, and tutorials. Fundamentals of Generative AI Course Developed by Hakeem Ali-Bocas Alexander in Collaboration with OpenAI GPT 4o. Become a supporter of this podcast: https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support [https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support?utm_source=rss&utm_medium=rss&utm_campaign=rss]. 📚 Explore the author’s exclusive bookstore. Discover the foundational texts of the UniquilibriuM philosophy, available directly at Books by UniquilibriuM [https://books.by/uniquilibrium] Stay awake and vibrant with Strong Coffee Company [https://MyDeals.Page/1gp9]. An exclusive deal you'll not get elswhere. This is another way to support my work using the code HAKEEM [https://MyDeals.Page/1gp9]. I earn commissions when you buy anything from Strong Coffee Company [https://MyDeals.Page/1gp9] using my link and code "HAKEEM" https://MyDeals.Page/1gp9 [https://MyDeals.Page/1gp9] If you want to dig in deeper to more of my productions, go to World Reading Club [https://worldreadingclub.com/].

20. jan. 2025 - 33 min
episode Fundamentals of Generative AI Course: Practice Assessment I & Final Assessment II cover

Fundamentals of Generative AI Course: Practice Assessment I & Final Assessment II

Episode 19 - The Blog Dealer on https://blogdealer.com [https://blogdealer.com] (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... [https://app.hiro.fm/channel/demiphase] Source material: https://hakeemalexander.com/20... [https://hakeemalexander.com/2025/01/1345/] This quiz is designed to assess understanding of the key concepts from the “Fundamentals of Generative AI” course. This quiz covers all four modules and includes a variety of question types. Become a supporter of this podcast: https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support [https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support?utm_source=rss&utm_medium=rss&utm_campaign=rss]. 📚 Explore the author’s exclusive bookstore. Discover the foundational texts of the UniquilibriuM philosophy, available directly at Books by UniquilibriuM [https://books.by/uniquilibrium] Stay awake and vibrant with Strong Coffee Company [https://MyDeals.Page/1gp9]. An exclusive deal you'll not get elswhere. This is another way to support my work using the code HAKEEM [https://MyDeals.Page/1gp9]. I earn commissions when you buy anything from Strong Coffee Company [https://MyDeals.Page/1gp9] using my link and code "HAKEEM" https://MyDeals.Page/1gp9 [https://MyDeals.Page/1gp9] If you want to dig in deeper to more of my productions, go to World Reading Club [https://worldreadingclub.com/].

20. jan. 2025 - 18 min
episode Fundamentals of Generative AI – Module 4: Ethical Considerations and Future Trends – Lesson 4.2 cover

Fundamentals of Generative AI – Module 4: Ethical Considerations and Future Trends – Lesson 4.2

Episode 18 - The Blog Dealer on https://blogdealer.com [https://blogdealer.com] (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... [https://app.hiro.fm/channel/demiphase] Source material: https://hakeemalexander.com/20... [https://hakeemalexander.com/2025/01/1340/] As generative AI continues to evolve, several emerging trends are reshaping both its applications and the wider technological landscape. These trends not only highlight the potential advancements in the field but also reflect the shifting societal needs and expectations. Become a supporter of this podcast: https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support [https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support?utm_source=rss&utm_medium=rss&utm_campaign=rss]. 📚 Explore the author’s exclusive bookstore. Discover the foundational texts of the UniquilibriuM philosophy, available directly at Books by UniquilibriuM [https://books.by/uniquilibrium] Stay awake and vibrant with Strong Coffee Company [https://MyDeals.Page/1gp9]. An exclusive deal you'll not get elswhere. This is another way to support my work using the code HAKEEM [https://MyDeals.Page/1gp9]. I earn commissions when you buy anything from Strong Coffee Company [https://MyDeals.Page/1gp9] using my link and code "HAKEEM" https://MyDeals.Page/1gp9 [https://MyDeals.Page/1gp9] If you want to dig in deeper to more of my productions, go to World Reading Club [https://worldreadingclub.com/].

20. jan. 2025 - 21 min
episode Fundamentals of Generative AI – Module 4: Ethical Considerations and Future Trends – Lesson 4.1 cover

Fundamentals of Generative AI – Module 4: Ethical Considerations and Future Trends – Lesson 4.1

Episode 17 - The Blog Dealer on https://blogdealer.com [https://blogdealer.com] (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... [https://app.hiro.fm/channel/demiphase] Source material: https://hakeemalexander.com/20... [https://hakeemalexander.com/2025/01/1334/] Generative AI encompasses a range of technologies capable of creating content, from text and images to music and videos. These powerful tools hold immense potential but also present a number of ethical challenges that must be understood and addressed. Become a supporter of this podcast: https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support [https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support?utm_source=rss&utm_medium=rss&utm_campaign=rss]. 📚 Explore the author’s exclusive bookstore. Discover the foundational texts of the UniquilibriuM philosophy, available directly at Books by UniquilibriuM [https://books.by/uniquilibrium] Stay awake and vibrant with Strong Coffee Company [https://MyDeals.Page/1gp9]. An exclusive deal you'll not get elswhere. This is another way to support my work using the code HAKEEM [https://MyDeals.Page/1gp9]. I earn commissions when you buy anything from Strong Coffee Company [https://MyDeals.Page/1gp9] using my link and code "HAKEEM" https://MyDeals.Page/1gp9 [https://MyDeals.Page/1gp9] If you want to dig in deeper to more of my productions, go to World Reading Club [https://worldreadingclub.com/].

20. jan. 2025 - 33 min
episode Fundamentals of Generative AI – Module 3: Implementing Generative AI – Lesson 3.2 cover

Fundamentals of Generative AI – Module 3: Implementing Generative AI – Lesson 3.2

Episode 16 - The Blog Dealer on https://blogdealer.com [https://blogdealer.com] (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... [https://app.hiro.fm/channel/demiphase] Source material: https://hakeemalexander.com/20... [https://hakeemalexander.com/2025/01/1325/] Creating a Generative Adversarial Network (GAN) involves two main components: a generator and a discriminator. This example provides a streamlined process to build a simple GAN, emphasizing the key components and steps required. Become a supporter of this podcast: https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support [https://www.spreaker.com/podcast/fundamentals-of-generative-ai-course--6738400/support?utm_source=rss&utm_medium=rss&utm_campaign=rss]. 📚 Explore the author’s exclusive bookstore. Discover the foundational texts of the UniquilibriuM philosophy, available directly at Books by UniquilibriuM [https://books.by/uniquilibrium] Stay awake and vibrant with Strong Coffee Company [https://MyDeals.Page/1gp9]. An exclusive deal you'll not get elswhere. This is another way to support my work using the code HAKEEM [https://MyDeals.Page/1gp9]. I earn commissions when you buy anything from Strong Coffee Company [https://MyDeals.Page/1gp9] using my link and code "HAKEEM" https://MyDeals.Page/1gp9 [https://MyDeals.Page/1gp9] If you want to dig in deeper to more of my productions, go to World Reading Club [https://worldreadingclub.com/].

20. jan. 2025 - 41 min
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