Master generative AI concepts, from basics to advanced, and gain practical experience with real-world projects

What you'll learn

Understand AI Basics
Explore Generative AI Models
Data Collection & Prep Skills
Create with GANs (Generative Adversarial Networks)
Text Generation Techniques
Train Models with Real Datasets
Fine-Tuning and Improving Models

Requirements

Some familiarity with Python programming is helpful, as Python will be used for creating AI models in the course.

Description

Generative AI: From Basics to Expert with Hands-On is a comprehensive course designed to take students through the exciting world of generative artificial intelligence. Starting with foundational concepts, students will learn the basics of Generative AI, including an introduction to Large Language Models (LLMs) and the importance of prompt engineering, a crucial skill for guiding AI responses. The course dives deeper into essential topics such as word embeddings and artificial neural networks, which form the backbone of generative models. Through hands-on practice, students will work with popular frameworks like Hugging Face and Lang Chain to apply LLMs in real scenarios, such as processing data from PDFs or Wikipedia and creating meaningful outputs. Students will also learn Retrieval-Augmented Generation, applying LLMs to private datasets to provide customized solutions. Beyond that, they'll build intelligent agents capable of performing tasks independently, a skill that has real-world applications in automation and productivity.Additionally, the course covers advanced theories, such as deep learning algorithms and Transformers, offering insights into how these technologies reshape content creation, code generation, and translation. Generative AI skills are in high demand across industries, making this course a powerful step toward a career in this transformative field. Through this hands-on approach, students will be prepared to leverage generative AI's potential and gain valuable expertise for future opportunities.

Who this course is for

those who want to expand their skills into the growing AI field and work with advanced models will find this course useful.
Homepage:
?https://www.udemy.com/course/generative-ai-from-basics-to-expert-with-hands-on/