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.
Overview
This course includes:
- 2 hours of on-demand video
- Certificate of completion
- Direct access/chat with the instructor
- 100% self-paced online
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 Will Gain
Learning Outcomes (At the end of this program you will be able to)
- 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.
Prerequisites
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.
Who Should Attend
Software Engineers, Machine Learning Engineer, Data Scientist, Engineering Managers
Curriculum
Instructors
Frequently 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?
No, we don't offer any free courses, but we do offer 5-day trial only on our subscriptions-based plans.
Are Starweaver's courses designed for beginners or advanced students?
Our course is designed with three levels to cater to your learning needs - Core, Intermediate, and Advanced. You can choose the level that best suits your knowledge and skillset to enhance your learning experience.
What payment options are available for Starweaver courses?
We accept various payment methods such as major credit cards, PayPal, wire transfer, and company purchase orders. For more information related to payments contact customer support.
Do you offer refunds?
Yes, we do offer a 100% refund guarantee for our courses within a specified time frame. If you are not satisfied with the course, contact our customer support team to request a refund with your order details. Some restrictions may apply.
