Large Language Models (LLMs) Training Course

This Large Language Model course (LLMs) covers a wide array of topics ranging from fundamentals of Generative AI and LLMs to advanced methodologies and cloud deployment to equip learners with specialized expertise and practical competencies in this state-of-the-art AI technology. This course delivers a thorough insight into the applications of LLM applications and practical sessions enable participants to engage with different open-source LLMs, apply prompt engineering techniques, and manipulate data using retrieval-augmented generation. Also, students explore word embedding strategies, chunking mechanisms, and software development utilizing frameworks such as LangChain and LlamaIndex. By the end of this program, learners will have the knowledge required to effectively apply LLMs in a variety of industrial scenarios.

Upon completing this LLM AI Course, participants will attain the following learning outcomes:

• Acquire a profound understanding of LLMs, encompassing their fundamental principles, structures, and utilization across diverse fields.
• Illustrate the capacity to grasp and scrutinize various categories of generative models like GANs, VAEs, and autoregressive models, alongside elucidating the benefits and constraints of LLM architectures.
• Employ expertise in LLM methodologies to investigate and assess publicly available LLMs, execute prompt engineering approaches, and merge LLMs with extracted data for generative assignments.
• Examine the efficacy of distinct word embedding methodologies, chunking mechanisms, and retrieval-augmented generation tactics in practical scenarios through interactive activities and projects.
• Integrate the comprehension of sophisticated LLM frameworks such as LangChain and LlamaIndex to construct applications with amalgamated functionalities, exploiting AI elements for intricate workflows.
• Assess and refine generative models utilizing diverse methods like fine-tuning, hyperparameter optimization, and reinforcement learning, while also appraising model performance through quantitative and qualitative assessment criteria.

If you missed out on joining our current batch, then you can connect with our experts to get you enrolled in the next batch.

In this large language model course includes lifetime access, 24/7 support and you will learn the skills of Leveraging Generative AI, Prompt Engineering, Large Language Models, etc, and get industry-relevant projects, Quizzes & Assignments.