Generative AI Complete Bootcamp with Python and Huggingface

Generative AI Complete Bootcamp with Python and Huggingface

Master Generative AI, Python and Build 7 Gen AI Programs with Huggingface's Transformers, Diffusers, Torch and Gradio.

What you'll learn

• Learn the core concepts of AI, machine learning, and deep learning to build a strong foundation in AI development.
• Gain hands-on experience with popular Generative AI tools for creating text, images, code, and audio content.
• Master prompt engineering to optimize AI responses and improve the performance of models across different use cases.
• Master Python essentials including lists, dictionaries, sets, conditionals, loops, functions, and object-oriented programming with hands-on coding exercises.
• Develop and deploy real-time AI applications, such as chatbots, voice assistants, and text-to-image generators using Python.
• Understand the 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.
• Dive into projects that tackle real-world challenges, including language translation, video summarization, and automated data analysis.
• Work with APIs, web scraping, and data handling techniques to gather, process, and analyze data for AI-driven applications.
• Complete multiple hands-on projects, enhancing your skills in building practical, deployable AI models, ready for real-world use.

Welcome to the Generative AI Complete Bootcamp with Python and Huggingface This course is designed to provide you with an in-depth understanding of Generative AI, allowing you to master the foundations of this revolutionary technology. 

Generative AI is transforming industries by enabling machines to generate content such as text, images, audio, and even code.

In this course, you’ll explore various types of AI, including the difference between traditional AI and augmented intelligence, and dive into key concepts such as machine learning, deep learning, and neural networks. 

You will learn about the applications of AI in areas like natural language processing, speech technology, and computer vision, and how these technologies are transforming industries. The course also covers practical tools for generating text, images, code, audio, and video, with hands-on labs for each. 

You’ll gain skills in prompt engineering, learning techniques like interview pattern, chain-of-thought, and tree-of-thought to optimize AI model responses effectively. 

With Hugging Face’s Transformers, Diffusers, Torch, and Gradio, you will gain hands-on experience building and deploying Generative AI applications.