English
Fine-tuning and Adapting GenAI Models in English
Unlock the potential of Generative AI with our in-depth course, "Fine-tuning and Adapting GenAI Models in English". Designed for AI professionals, data scientists, and developers, this course provides a comprehensive exploration of Generative AI concepts, Large Language Models (LLMs), and the practical skills needed to adapt these cutting-edge technologies for real-world applications. Whether you’re new to GenAI or looking to refine your expertise, this course equips you to customize and optimize models to meet diverse use cases effectively.
Course Overview:
This course offers an immersive dive into the principles and applications of Generative AI, with a focus on fine-tuning and adapting LLMs using leading frameworks like OpenAI, Hugging Face, and LangChain. You’ll explore the theoretical foundations of GenAI, learn advanced prompt engineering techniques, and discover how Retrieval-Augmented Generation (RAG) enhances AI capabilities. With hands-on assignments and expert guidance, you’ll master the tools and methodologies required to build powerful AI solutions, such as domain-specific chatbots, summarization systems, and question-answering applications.
Key Learning Outcomes:
Foundations of Generative AI and LLMs:
Build a strong understanding of Generative AI and the architecture of LLMs, laying the groundwork for advanced fine-tuning techniques.
Frameworks for LLMs:
Gain practical experience with tools like OpenAI APIs, Hugging Face Transformers, and LangChain to customize and deploy LLMs effectively.
Prompt Engineering for Customization:
Learn how to design and optimize prompts to guide LLMs toward delivering precise, contextually relevant outputs.
Fine-tuning Principles and Applications:
Discover how to fine-tune pre-trained models to adapt them for specific domains, improving performance and accuracy.
Retrieval-Augmented Generation (RAG):
Master the integration of external knowledge sources with LLMs to build robust and context-aware AI systems.
Building Real-world Applications:
Apply your knowledge to create solutions for text summarization, question answering, and other real-world use cases using LLMs.
Why Enroll?
Led by an expert in Generative AI with a proven track record of delivering impactful courses, this program combines cutting-edge theory with hands-on practice. By the end of the course, you’ll have the confidence and skills to fine-tune and adapt LLMs for a wide range of applications, from creating conversational agents to deploying intelligent content generation systems.
Ready to Transform Your AI Skills?
Join us and master the art of fine-tuning and adapting Generative AI models. Enroll today to stay ahead in the rapidly evolving field of AI and unlock new opportunities to innovate and lead in the AI-driven future!
26 January 2025
26 January 2025
26 January 2025
26 January 2025
26 January 2025
26 January 2025
26 January 2025
26 January 2025
26 January 2025
26 January 2025
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