Enroll Course: https://www.udemy.com/course/generative-ai-for-beginners-learning-with-demos/
In the rapidly evolving landscape of artificial intelligence, Generative AI stands out as a transformative force, capable of creating novel content from text to images and beyond. If you’re looking to understand and leverage this powerful technology, the “Generative AI: Beginner to Pro with OpenAI & Azure OpenAI” course on Udemy is an exceptional starting point.
This comprehensive course meticulously guides learners from the fundamental concepts of AI, Machine Learning, and Deep Learning, right through to the practical applications of Generative AI using OpenAI and Azure OpenAI. The curriculum is thoughtfully structured, beginning with a solid foundation in AI terminology, the distinctions between AI, ML, and DL, and the various types of AI workloads. It then progresses to detailed modules on Machine Learning, including key terminologies, supervised, unsupervised, and reinforcement learning, complete with practical demos using datasets like IRIS.
The Deep Learning section delves into neural networks and introduces cutting-edge models like Transformers, even showcasing demos of GANs for deep fake video creation. The heart of the course, however, lies in its exploration of Generative AI. You’ll gain a deep understanding of what Generative AI is, how it differs from predictive AI, and get acquainted with models like GPT, GPT-3, and GPT-4, as well as Large Language Models (LLMs). The crucial concepts of embeddings, vector databases, and prompt engineering are also covered, providing you with the essential tools to interact effectively with these models.
What truly sets this course apart is its dual focus on both OpenAI and Azure OpenAI. You’ll learn how to use OpenAI’s powerful APIs, including making API calls, understanding pricing models, and generating images with DALL-E. The Azure OpenAI section is equally robust, covering its history, models, limits, and practical usage through playgrounds. The course doesn’t stop there; it offers hands-on experience with bringing your own data using Retrieval Augmented Generation (RAG) with Azure AI Search, fine-tuning models for specific tasks, and understanding content filtering and identity management within Azure.
For developers, data scientists, and AI enthusiasts alike, this course is a goldmine. The practical demos, clear explanations, and hands-on exercises make complex topics accessible. Whether you’re aiming to build AI-powered applications, enhance your data science skillset, or simply understand the future of technology, this course equips you with the knowledge and practical experience needed to succeed. Highly recommended for anyone eager to unlock the potential of Generative AI.
Enroll Course: https://www.udemy.com/course/generative-ai-for-beginners-learning-with-demos/