Description
Harnessing LLMs: Strategy, Fine-Tuning & Evaluation Specialization. This course teaches participants how to develop practical AI solutions to business challenges using large language models (LLMs). Combining strategic fundamentals and practical technical skills, this comprehensive program guides learners from strategy formulation to final deployment. Course content includes evaluating LLM opportunities, fine-tuning models for specific purposes, and building production applications using standard tools such as Hoggingface, Python, and cloud platforms. Critical topics such as business implementation strategies, model evaluation methodologies, optimization techniques, and principles of responsible AI are also covered. This course is designed for both business leaders seeking to understand the strategic value of AI and technical professionals looking to build LLM-based applications. By the end of the course, participants will have the ability to select appropriate models, implement custom solutions, and deploy ethical AI systems that create tangible value across industries.
What you will learn
- Develop strategic frameworks for implementing LLM in business operations and evaluate their impact across industries.
- Master the technical skills to optimize, evaluate, and select appropriate large language models for specific use cases.
- Build and deploy production-ready LLM applications using Python, HuggingFace, and modern AI development tools.
- Work on practical projects that include building a custom FAQ chatbot using HuggingFace and Python, optimizing models for specific business tasks, and creating production-ready conversational AI systems.
- Gain proficiency in using industry standard tools such as HuggingFace, Python, Gradio, LangChain, Streamlit, Google Cloud Vertex AI, and other tools for LLM development and deployment.
This course is suitable for people who:
- Business leaders seeking strategic insights to implement LLM in their operations.
- Technical professionals who want to enhance their skills to build LLM applications.
- AI Product Managers, LLM program developers, business AI strategists, and machine learning engineers with a focus on language models.
Course Description Harnessing LLMs: Strategy, Fine-Tuning & Evaluation Specialization
- Publisher: Coursera
- Instructor: Reza Moradinezhad , Starweaver , Manas Dasgupta , Fabian Hinsenkamp , Soheil Haddadi, antik patel
- Education level: Intermediate
- Number of lessons: 86
- Training duration: 7 hours and 37 minutes
- Number of courses available: 7
Course headings
Course images
Sample course video
Installation Guide
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Subtitles: English
Quality: 720p
Download link
File(s) password: www.downloadly.ir
File size
2.8 GB
