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Product ID: OC-2024-D1AVG
Leveraging Llama2 for Advanced AI Solutions
This course equips learners to design, develop, and optimize advanced LLM solutions using LLama2. It covers LLM architectures, fine-tuning, RAG, and tools like LangChain and Hugging Face, offering hands-on experience with cutting-edge AI techniques.
In partnership with
Overview
The focus of this course is to equip learners with the skills and knowledge to design, develop, and optimize advanced large language model (LLM) solutions using LLama2. Topics covered will include a comprehensive understanding of LLM architectures, techniques for fine-tuning LLMs, retrieval-augmented generation (RAG), and the utilization of tools like Ollama, LangChain, Streamlit, and Hugging Face. This course will be exciting for learners as it delves into cutting-edge advancements in AI, offering hands-on experience with state-of-the-art tools and techniques.
Skills you'll gain
Large Language Models (LLMs)Retrieval-Augmented Generation (RAG)Fine-Tuning LLMsLangChainMachine Learning Optimization
What you'll learn
- Evaluate LLMs conceptually and comprehend the solution development process.
- Analyze use cases for LLMs and determine Optimal Architectures, Models, and Optimization Techniques.
- Apply and compare Diverse Optimization Techniques for LLM Models.
- Design and develop Advanced LLM Solutions Utilizing LLama2.
Who Should Attend
Prerequisites
Software Engineers, Machine Learning Engineer, Data Scientist, Engineering Managers
Learners should have basic Python skills, GitHub and Hugging Face accounts, and a system with at least 8GB RAM, 3.8GB free storage, running macOS or Windows.
Chapters
Explore a structured set of chapters designed to build your skills step by step, with practical examples and hands-on applications.
Meet your instructors
Fabian Hinsenkamp
View my channelFrequently Asked Questions
How much do the courses at Starweaver cost?
We offer flexible payment options to make learning accessible for everyone. With our Pay-As-You-Go plan, you can pay for each course individually. Alternatively, our Subscription-Based plan provides you with unlimited access to all courses for a monthly or yearly fee.
Do you offer any certifications upon completion of a course at Starweaver?
Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.
Does Starweaver offer any free courses or trials?
Related Modules
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Product ID: OC-2024-D1AVG
NEW
4 hours of video content
Downloadable resources
Certificate of completion
Desktop and Mobile access
Fabian Hinsenkamp