Znajdź zawartość

Free Download Udemy - Generative AI - Probabilistic Perspective Published: 3/2025 Created by: Shashank Jain MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Level: Intermediate | Genre: eLearning | Language: English | Duration: 6 Lectures ( 1h 41m ) | Size: 937 MB A journey into the probabilistic aspects of Gen AI What you'll learn Basics of Generative AI Probability for Generative AI Gen AI Architectures like VAE, Energy Based Models, Score based models, Normalizing flows etc MLE Requirements Basics of AI Description This course, Mastering Generative AI: A Probability Theory Perspective, is a deep theoretical exploration of Generative AI, designed to provide learners with a solid mathematical foundation. The course begins with the fundamentals of probability theory, ensuring that parti[beeep]nts develop an intuitive understanding of key probabilistic concepts essential for generative modeling.Building on this foundation, the course systematically introduces various Generative AI architectures, explaining how they function from first principles. Parti[beeep]nts will explore Variational Autoencoders (VAEs), Score-Based Models, Energy-Based Models, and Normalizing Flows, all through a probabilistic lens. The course also covers Autoregressive Models such as Transformers, which power modern Large Language Models (LLMs), and Generative Adversarial Networks (GANs), which revolutionized AI-generated media.Unlike many hands-on coding courses, this program emphasizes theoretical rigor, enabling learners to grasp the mathematical underpinnings of these architectures rather than just their implementation. By the end of the course, students will have a deep conceptual understanding of how different generative models work behind the scenes, equipping them with the knowledge to critically analyze and develop their own AI research. Additionally, the course connects these models to their real-world applications, helping learners appreciate their significance in modern AI advancements and future innovations.Overall this course is a novel introduction to Gen AI from the probability point of view. Who this course is for Data Scientists and Gen AI developers and architects Homepage: https://www.udemy.com/course/generative-ai-probabilistic-perspective/ Rapidgator https://rg.to/file/5576acdeaedec0cd79137e8ff80da070/qaffe.Generative.AI..Probabilistic.Perspective.rar.html Fikper Free Download https://fikper.com/lhGdxIEwvt/qaffe.Generative.AI..Probabilistic.Perspective.rar.html : No Password - Links are Interchangeable