Fundamentals of Generative AI Course

Hakeem Ali-Bocas Alexander
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📚 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.

Episodes

  1. Preamble to Fundamentals of Generative AI Course

    01/20/2025

    Preamble to Fundamentals of Generative AI Course

    Episode 10 - The Blog Dealer on https://blogdealer.com (改善) A preamble is an introductory statement or introduction to a document or speech, setting the tone and context for what follows. It often outlines the purpose, objectives, or philosophical principles behind the document. For example, in legal documents like constitutions, the preamble provides the foundational reasons and goals of the legislation. A well-known example is the preamble of the United States Constitution, which begins with "We the People" and expresses the intent to establish justice and promote general welfare. In other contexts, such as essays or reports, a preamble can summarize the main ideas or arguments that will be detailed later. 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.

    10 min
  2. Fundamentals of Generative AI. Module 1: Introduction to Generative AI

    01/20/2025

    Fundamentals of Generative AI. Module 1: Introduction to Generative AI

    Episode 11 - The Blog Dealer on https://blogdealer.com (改善) Source material: https://hakeemalexander.com/20... Generative AI refers to a subset of artificial intelligence that focuses on creating new content rather than simply analyzing or categorizing existing information. 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.

    33 min
  3. Fundamentals of Generative AI – Module 1: Introduction to Generative AI – Lesson 1.2

    01/20/2025

    Fundamentals of Generative AI – Module 1: Introduction to Generative AI – Lesson 1.2

    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.

    35 min
  4. Fundamentals of Generative AI Course – Module 2: Core Concepts and Techniques – Lesson 2.1: Machine Learning Basics

    01/20/2025

    Fundamentals of Generative AI Course – Module 2: Core Concepts and Techniques – Lesson 2.1: Machine Learning Basics

    Episode 13 - The Blog Dealer on https://blogdealer.com (改善) Source material: https://hakeemalexander.com/20... Machine Learning (ML) is a pivotal branch of artificial intelligence that empowers systems to learn from data and improve their performance over time without being explicitly programmed. 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.

    37 min
  5. Fundamentals of Generative AI Course – Module 2: Core Concepts and Techniques – Lesson 2.2

    01/20/2025

    Fundamentals of Generative AI Course – Module 2: Core Concepts and Techniques – Lesson 2.2

    Episode 14 - The Blog Dealer on https://blogdealer.com (改善) Source material: https://hakeemalexander.com/20... Variational Autoencoders stand at the forefront of generative modeling, enabling the creation of high-quality data through a blend of deep learning and probabilistic inference. Generative Adversarial Networks (GANs) represent a groundbreaking approach in the field of generative modeling, introduced by Ian Goodfellow and his colleagues in 2014. 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.

    59 min
  6. Fundamentals of Generative AI – Module 3: Implementing Generative AI – Lesson 3.1

    01/20/2025

    Fundamentals of Generative AI – Module 3: Implementing Generative AI – Lesson 3.1

    Episode 15 - The Blog Dealer on https://blogdealer.com (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... Source material: https://hakeemalexander.com/20... When setting up your environment for exploring generative AI you’ll typically need a combination of hardware, software, and some essential tools. 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.

    42 min
  7. Fundamentals of Generative AI – Module 3: Implementing Generative AI – Lesson 3.2

    01/20/2025

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

    Episode 16 - The Blog Dealer on https://blogdealer.com (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... Source material: https://hakeemalexander.com/20... 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. 📚 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.

    42 min
  8. Fundamentals of Generative AI – Module 4: Ethical Considerations and Future Trends – Lesson 4.1

    01/20/2025

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

    Episode 17 - The Blog Dealer on https://blogdealer.com (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... Source material: https://hakeemalexander.com/20... 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. 📚 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.

    34 min
  9. Fundamentals of Generative AI – Module 4: Ethical Considerations and Future Trends – Lesson 4.2

    01/20/2025

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

    Episode 18 - The Blog Dealer on https://blogdealer.com (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... Source material: https://hakeemalexander.com/20... 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. 📚 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.

    22 min
  10. Fundamentals of Generative AI Course: Practice Assessment I & Final Assessment II

    01/20/2025

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

    Episode 19 - The Blog Dealer on https://blogdealer.com (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... Source material: https://hakeemalexander.com/20... 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. 📚 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.

    19 min
  11. Fundamentals of Generative AI: Course Completion, Resources & Recommendations

    01/20/2025

    Fundamentals of Generative AI: Course Completion, Resources & Recommendations

    Episode 20 - The Blog Dealer on https://blogdealer.com (改善) There are binaural beats in this audio that you can listen to here 🎧 https://app.hiro.fm/channel/de... Source material: https://hakeemalexander.com/20... 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. 📚 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.

    33 min
  • 11 Episodes

About

📚 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.

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