Udemy – Generative AI Complete Bootcamp with Python and Huggingface 2025-2

This course covers practical tools for generating text, images, code, audio, and video, along with hands-on labs for each. Participants will learn prompt engineering skills and techniques such as interview patterns, thought chains, and thought trees to effectively optimize the responses of AI models. They will gain hands-on experience building and deploying productive AI applications using Hugging Face’s Transformers, Diffusers, Torch, and Gradio libraries.

What you will learn

• Learn the core concepts of artificial intelligence, machine learning, and deep learning to build a strong foundation in artificial intelligence development.
• Gain hands-on experience with popular generative AI tools for creating text, image, code, and audio content.
• Mastering prompt engineering to optimize AI responses and improve model performance across different use cases.
• Master Python fundamentals including lists, dictionaries, sets, conditional statements, loops, functions, and object-oriented programming with practical coding exercises.
• Develop and deploy real-time AI applications, such as chatbots, voice assistants, and text-to-image generators using Python.
• Understand key techniques for building powerful natural language processing models and applying them to solve real-world problems.
• Create machine learning and deep learning models from scratch, leveraging popular libraries like Hugging Face, Transformers, and Gradio.
• Immerse yourself in projects that address real-world challenges, including language translation, video summarization, and automated data analysis.
• Working with APIs, web mining, and data management techniques to collect, process, and analyze data for AI-based applications.
• Complete several hands-on projects, enhancing skills in building practical and deployable AI models, ready for real-world use.

This course is suitable for people who:

• If you want to build AI models and applications from scratch, this course will provide you with the practical experience and foundational knowledge to get started in AI development.
• Suitable for Python developers who want to apply their skills in AI and use tools like Hugging Face and Gradio to build practical AI applications.
• Whether you’re interested in creating AI-based projects or looking to explore the potential of generative AI, this course will equip you with the tools and techniques you need for hands-on learning.
• Ideal for students in technical fields (e.g. computer science, engineering, data science) who want to gain relevant, real-world AI skills to prepare for the job market.
• This course does not cover the full engineering of large language models (LLM), which involves the design and advanced deployment of LLM systems on various platforms.

Installation Guide

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