Udemy – Generative AI & LLMs: Foundations to Hands-on Development 2025-1

Generative AI & LLMs: Foundations to Hands-on Development. This course is a comprehensive training program that teaches the fundamental concepts of generative AI and large language models (LLMs) along with practical application development skills. Focusing on recent developments in AI, the course covers topics such as prompt engineering, model fine-tuning, attention mechanisms, and ethical considerations. Through a combination of theoretical lessons and practical workshops, participants will gain the skills necessary to build intelligent chatbots, text summarization systems, and customized models using tools such as Python and Hugging Face. Designed for students, developers, researchers, and business professionals, the course provides real-world projects that prepare them to effectively apply AI technologies in practical environments. At the end of the course, participants will have the ability to develop, optimize, and tune productive AI models and can play a role as experts in this field.

What you will learn

• Understanding Large Language Models (LLM): Explores the evolution, architectures, and advancements in LLMs, including Transformers and self-attention mechanisms.
• Master Prompt Engineering: You will learn how to create effective prompts to optimize AI-generated outputs and improve performance.
• Fine-Tune AI Models: You will gain expertise in fine-tuning LLMs using Python and Hugging Face to customize models for specific applications.
• Implementing Ethical AI Practices: You will become aware of the ethical and social implications of AI, including bias and transparency.
• Develop AI-Powered Applications: Through hands-on projects, you will build a chatbot, a text summarizer, and a tuned model.
• Leverage AI Toolkits and Frameworks: You use industry-standard tools like GPT-2, Hugging Face, and Python libraries to create productive AI solutions.

This course is suitable for people who:

• Students and instructors.
• Data scientists and AI enthusiasts.
• Professionals who are transitioning into the field of artificial intelligence.
• Those interested in ChatGPT and similar models.
• Python developers who are curious about generative AI.

Generative AI & LLMs: Foundations to Hands-on Development Course Details

• Publisher:  Udemy
• Lecturer:  Dr. Mohammad Dabbagh
• Training level: Beginner to advanced
• Training duration: 1 hour and 6 minutes
• Number of lessons: 9

Course syllabus in 2025/2

Prerequisites for Generative AI & LLMs: Foundations to Hands-on Development

• Basic Python Programming Knowledge (for the hands-on exercise)
• No Prior Knowledge of LLMs Required

Course images

Sample course video

Download link

Download file – 630 MB

File(s) password: www.downloadly.ir

File size

630 MB