Mastering Ollama A Comprehensive Guide

Ollama, Large Language Model Fine Tuning, Running LLM's Locally, GenAI, Q and A Chatbot, RAG Implementation,Custom Model
What you'll learn:
Students will gain a comprehensive understanding of AI, particularly focusing on running Language Model (LLM) using Ollama.
They'll learn about the broader field of AI and how LLM fits within it, supported by clear diagrams for better visualization.
Additionally, they'll explore the advantages of running these models locally, providing insights into efficiency, privacy, and control.
This course delves into every aspect of Ollama, from initial setup to advanced administration, equipping learners with the knowledge needed to fine-tune paramet
Overall, this course will equip them with both theoretical knowledge and practical insights, enabling a deeper comprehension of AI and its applications, specifi
Requirements:
Basic Python Programming Knowledge
Description:
This course delves into every aspect of Ollama, from initial setup to advanced administration, equipping learners with the knowledge needed to fine-tune parameters and optimize LLM responses. Whether you're a seasoned developer or a curious enthusiast, this course ensures you're well-prepared to leverage Ollama's power effectively.Ollama's lightweight yet capable models, such as Llama3 8b, have been instrumental in chatbot applications. For instance, businesses have successfully deployed chatbots powered by Ollama to assist customers, providing accurate and context-aware responsesOllama's innovative approach to locally-run LLMs has been embraced by learners. Students can discover the benefits of running the LLM's locally and they can experinence and can do pilot projects in GenAI world. From creativity to education, communication, and software development, Ollama plays a pivotal role in shaping AI-driven innovation.Learners can go from zero to running an LLM in less than 2 minutes using Ollama.Hands-On Configuration : By the end of the course, students will master the setup and configuration of Ollama locally.Troubleshoot common issues, ensuring a smooth experience during hands-on activities.Creating Custom Models:Explore the exciting process of creating custom LLMs.Learn how to post your models on platforms like Huggingface for commercial or personal use.LangChain Framework:Implement Q&A chatbots and RAG (Retrieval-Augmented Generation) models using LangChain.Fine-tune base models by adjusting critical parameters within Ollama.
Who this course is for:
Anyone who interested to explore the GenAI and its potentials
This course is designed for a diverse audience, including developers, system administrators, and language model enthusiasts
Homepage

https://www.udemy.com/course/mastering-ollama-a-comprehensive-guide/

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