Enroll Course: https://www.udemy.com/course/generative-ai-for-beginners-learning-with-demos/
In the rapidly evolving landscape of artificial intelligence, Generative AI has emerged as a transformative force, capable of creating novel content across various media. If you’re looking to understand and harness this power, 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 foundational principles of AI, Machine Learning, and Deep Learning to the cutting-edge applications of Generative AI, Large Language Models (LLMs), and the powerful platforms of OpenAI and Azure OpenAI. The curriculum is thoughtfully structured, ensuring a smooth learning curve for both beginners and those with existing AI knowledge.
The course begins by demystifying core AI concepts, differentiating between AI, ML, and DL, and exploring various AI workloads. It then delves into Machine Learning with practical examples and key terminologies, including supervised, unsupervised, and reinforcement learning. The Deep Learning module introduces neural networks and transformer models, even touching upon fascinating applications like GANs and deep fake video creation.
A significant portion of the course is dedicated to Generative AI itself. You’ll gain a solid understanding of what it is, how it differs from predictive AI, and get an in-depth look at GPT models, LLMs, embeddings, and the crucial art of prompt engineering.
The practical application of these concepts is where the course truly shines. You’ll explore AI infrastructure, understanding the nuances of GPUs versus CPUs and High-Performance Computing. The modules on OpenAI and Azure OpenAI are particularly rich, covering ChatGPT, API calls, image generation with DALL-E, speech-to-text, and the specifics of Azure OpenAI’s offerings, including its playgrounds and content filtering.
Furthermore, the course provides hands-on experience with advanced techniques such as Retrieval-Augmented Generation (RAG) using Azure AI Search, and fine-tuning models on Azure OpenAI. Security and access management through Azure RBAC are also covered, alongside the practical implementation of the Assistants API and Code Interpreter for real-world problem-solving.
What sets this course apart is its blend of theoretical knowledge and practical, hands-on demonstrations. The target audience is broad, encompassing aspiring AI practitioners, data scientists, developers, and professionals eager to leverage AI tools. If you’re ready to dive deep into the world of Generative AI and master the tools that are shaping our future, this course comes highly recommended.
Enroll Course: https://www.udemy.com/course/generative-ai-for-beginners-learning-with-demos/